Tanh Activation Explained | Papers With Code

Tanh Activation

Tanh Activation is an activation function used for neural networks:

$$f\left(x\right) = \frac{e^{x} - e^{-x}}{e^{x} + e^{-x}}$$

Historically, the tanh function became preferred over the sigmoid function as it gave better performance for multi-layer neural networks. But it did not solve the vanishing gradient problem that sigmoids suffered, which was tackled more effectively with the introduction of ReLU activations.

Image Source: Junxi Feng

Latest Papers

PAPER	DATE
Predicting Inflation with Neural Networks Livia Paranhos	2021-04-08
M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images Maleeha Khalid Khan • Syed Muhammad Anwar	2021-04-08
Combining Pre-trained Word Embeddings and Linguistic Features for Sequential Metaphor Identification Rui Mao • Chenghua Lin • Frank Guerin	2021-04-07
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air Satvik Garg • Himanshu Jindal	2021-04-07
A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification Asmaa Haja • Lambert R. B. Schomaker	2021-04-06
Visual Alignment Constraint for Continuous Sign Language Recognition Yuecong Min • Aiming Hao • Xiujuan Chai • Xilin Chen # 1 SIGN LANGUAGE RECOGNITION ON RWTH-PHOENIX-WEATHER 2014	2021-04-06
Weakly Supervised Video Salient Object Detection \| Wangbo Zhao • Jing Zhang • Long Li • Nick Barnes • Nian Liu • Junwei Han	2021-04-06
Content-Aware GAN Compression Yuchen Liu • Zhixin Shu • Yijun Li • Zhe Lin • Federico Perazzi • S. Y. Kung	2021-04-06
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research Shashank Shailabh • Sajal Chaurasia • Ashutosh Modi	2021-04-04
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation Emilio Parisotto • Ruslan Salakhutdinov	2021-04-04
Deep Feature CycleGANs: Speaker Identity Preserving Non-parallel Microphone-Telephone Domain Adaptation for Speaker Verification Saurabh Kataria • Jesús Villalba • Piotr Żelasko • Laureano Moro-Velázquez • Najim Dehak	2021-04-03
Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English Imane Guellil • Ahsan Adeel • Faical Azouaou • Mohamed Boubred • Yousra Houichi • Akram Abdelhaq Moumna	2021-04-03
COHORTNEY: Deep Clustering for Heterogeneous Event Sequences Vladislav Zhuzhel • Rodrigo Rivera-Castro • Nina Kaploukhaya • Liliya Mironova • Alexey Zaytsev • Evgeny Burnaev	2021-04-03
"Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks Habtamu Fanta • Zhiwen Shao • Lizhuang Ma	2021-04-03
GRN: Generative Rerank Network for Context-wise Recommendation Yufei Feng • Binbin Hu • Yu Gong • Fei Sun • Qingwen Liu • Wenwu Ou	2021-04-02
Canonical and Surface Morphological Segmentation for Nguni Languages Tumi Moeng • Sheldon Reay • Aaron Daniels • Jan Buys	2021-04-01
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN Giorgio Barnabò • Giovanni Trappolini • Lorenzo Lastilla • Cesare Campagnano • Angela Fan • Fabio Petroni • Fabrizio Silvestri	2021-04-01
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks Xuye Liu • Dakuo Wang • April Wang • Lingfei Wu	2021-03-31
Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset Farnoosh Faraji • Faraz Lotfi • Javad Khorramdel • Ali Najafi • Ali Ghaffari	2021-03-31
SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction Yusheng Peng • Gaofeng Zhang • Jun Shi • Benzhu Xu • Liping Zheng	2021-03-31
Adversarial Attacks and Defenses for Speech Recognition Systems Piotr Żelasko • Sonal Joshi • Yiwen Shao • Jesus Villalba • Jan Trmal • Najim Dehak • Sanjeev Khudanpur	2021-03-31
Representing ELMo embeddings as two-dimensional text online Andrey Kutuzov • Elizaveta Kuzmenko	2021-03-30
AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation Imke van Heerden • Anil Bas	2021-03-30
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition Yuke Fang • Jiani Hu • Weihong Deng	2021-03-30
Industry Scale Semi-Supervised Learning for Natural Language Understanding Luoxin Chen • Francisco Garcia • Varun Kumar • He Xie • Jianhua Lu	2021-03-29
A Comparative Evaluation of Predominant Deep Learning Quantified Stock Trading Strategies Haohan Zhang	2021-03-29
Guided Training: A Simple Method for Single-channel Speaker Separation Hao Li • Xueliang Zhang • Guanglai Gao	2021-03-26
Evaluation of deep learning models for multi-step ahead time series prediction \| Rohitash Chandra • Shaurya Goyal • Rishabh Gupta	2021-03-26
Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN Congyi Wang • Yu Chen • Bin Wang • Yi Shi	2021-03-26
Jointly Modeling Heterogeneous Student Behaviors and Interactions Among Multiple Prediction Tasks Haobing Liu • Yanmin Zhu • Tianzi Zang • Yanan Xu • Jiadi Yu • Feilong Tang	2021-03-25
A VAE-Based Bayesian Bidirectional LSTM for Renewable Energy Forecasting Devinder Kaur • Shama Naz Islam • Md. Apel Mahmud	2021-03-24
Structured Co-reference Graph Attention for Video-grounded Dialogue Junyeong Kim • Sunjae Yoon • Dahyun Kim • Chang D. Yoo	2021-03-24
Robust and Accurate Object Detection via Adversarial Learning Xiangning Chen • Cihang Xie • Mingxing Tan • Li Zhang • Cho-Jui Hsieh • Boqing Gong	2021-03-23
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors Davi Pedrosa de Aguiar • Otávio Augusto Silva • Fabricio Murai	2021-03-22
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression \| Dong Chen • Duoqian Miao	2021-03-22
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset Atharva Kulkarni • Meet Mandhane • Manali Likhitkar • Gayatri Kshirsagar • Raviraj Joshi	2021-03-21
Patch AutoAugment \| Shiqi Lin • Tao Yu • Ruoyu Feng • Zhibo Chen	2021-03-20
Spatio-Temporal Data Mining for Aviation Delay Prediction Kai Zhang • Yushan Jiang • Dahai Liu • Houbing Song	2021-03-20
Generating Adversarial Computer Programs using Optimized Obfuscations \| Shashank Srikant • Sijia Liu • Tamara Mitrovska • Shiyu Chang • Quanfu Fan • Gaoyuan Zhang • Una-May O'Reilly	2021-03-18
S3M: Siamese Stack (Trace) Similarity Measure \| Aleksandr Khvorov • Roman Vasiliev • George Chernishev • Irving Muller Rodrigues • Dmitrij Koznov • Nikita Povarov	2021-03-18
Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents Ashish Shenoy • Sravan Bodapati • Katrin Kirchhoff	2021-03-18
You Only Look One-level Feature \| Qiang Chen • Yingming Wang • Tong Yang • Xiangyu Zhang • Jian Cheng • Jian Sun	2021-03-17
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning \| unbo Wang • Haixu Wu • Jianjin Zhang • Zhifeng Gao • Jianmin Wang • Philip S. Yu • Mingsheng Long # 1 VIDEO PREDICTION ON KTH	2021-03-17
Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems Pedro J. Freire • Yevhenii Osadchuk • Bernhard Spinnler • Antonio Napoli • Wolfgang Schairer • Nelson Costa • Jaroslaw E. Prilepsky • Sergei K. Turitsyn	2021-03-15
Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving Shivam Akhauri • Laura Zheng • Tom Goldstein • Ming Lin	2021-03-15
Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning Jafar Abdollahi • Amir Jalili Irani • Babak Nouri-Moghaddam	2021-03-15
A Survey of Forex and Stock Price Prediction Using Deep Learning Zexin Hu • Yiqi Zhao • Matloob Khushi	2021-03-13
Sequential Random Network for Fine-grained Image Classification Chaorong Li • Malu Zhang • Wei Huang • Fengqing Qin • Anping Zeng • Yuanyuan Huang	2021-03-12
On Improving Deep Learning Trace Analysis with System Call Arguments Quentin Fournier • Daniel Aloise • Seyed Vahid Azhari • François Tetreault	2021-03-11
Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines James-Andrew Sarmiento	2021-03-11
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu • Thien Hai Nguyen • Shafiq Joty • Lidong Bing • Luo Si	2021-03-11
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack Yam Sharon • David Berend • Yang Liu • Asaf Shabtai • Yuval Elovici	2021-03-10
AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation \| Denis Gudovskiy • Luca Rigazio • Shun Ishizaka • Kazuki Kozuka • Sotaro Tsukizawa	2021-03-10
Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling Radha Kopparti • Tillman Weyde	2021-03-10
Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks K.U. Jaseena • Binsu C. Kovoor	2021-03-09
CEQE: Contextualized Embeddings for Query Expansion Shahrzad Naseri • Jeffrey Dalton • Andrew Yates • James Allan	2021-03-09
"Sharks are not the threat humans are": Argument Component Segmentation in School Student Essays Tariq Alhindi • Debanjan Ghosh	2021-03-08
Translating the Unseen? Yorùbá $\rightarrow$ English MT in Low-Resource, Morphologically-Unmarked Settings Ife Adebara • Muhammad Abdul-Mageed • Miikka Silfverberg	2021-03-07
LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management Jeremy Beauchamp • Razvan Bunescu • Cindy Marling • Zhongen Li • Chang Liu	2021-03-06
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection Chia-Yu Hsu • Wenwen Li	2021-03-06
A Hybrid CNN-BiLSTM Voice Activity Detector Nicholas Wilkinson • Thomas Niesler	2021-03-05
Point Cloud based Hierarchical Deep Odometry Estimation Farzan Erlik Nowruzi • Dhanvin Kolhatkar • Prince Kapoor • Robert Laganiere	2021-03-05
Prediction of financial time series using LSTM and data denoising methods Qi Tang • Tongmei Fan • Ruchen Shi • Jingyan Huang • Yidan Ma	2021-03-05
Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence Seongsik Park • Harksoo Kim # 1 RELATION EXTRACTION ON ACE 2005	2021-03-05
Speech Emotion Recognition using Semantic Information \| Panagiotis Tzirakis • Anh Nguyen • Stefanos Zafeiriou • Björn W. Schuller	2021-03-04
Few-shot Learning for Slot Tagging with Attentive Relational Network Cennet Oguz • Ngoc Thang Vu	2021-03-03
An Attention Based Neural Network for Code Switching Detection: English & Roman Urdu Aizaz Hussain • Muhammad Umair Arshad	2021-03-03
Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition \| Marvin Chancán • Michael Milford	2021-03-02
Exploring Imitation Learning for Autonomous Driving with Feedback Synthesizer and Differentiable Rasterization Jinyun Zhou • Rui Wang • Xu Liu • Yifei Jiang • Shu Jiang • Jiaming Tao • Jinghao Miao • Shiyu Song	2021-03-02
On the Memory Mechanism of Tensor-Power Recurrent Models \| Hejia Qiu • Chao Li • Ying Weng • Zhun Sun • Xingyu He • Qibin Zhao	2021-03-02
Dual Reinforcement-Based Specification Generation for Image De-Rendering Ramakanth Pasunuru • David Rosenberg • Gideon Mann • Mohit Bansal	2021-03-02
Extreme Volatility Prediction in Stock Market: When GameStop meets Long Short-Term Memory Networks \| Yigit Alparslan • Edward Kim	2021-03-01
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data Bolu Oluwalade • Sunil Neela • Judy Wawira • Tobiloba Adejumo • Saptarshi Purkayastha	2021-02-28
Pedestrian Motion State Estimation From 2D Pose Fei Li • Shiwei Fan • Pengzhen Chen • Xiangxu Li	2021-02-27
Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks \| Rita Parada Ramos • Patrícia Pereira • Helena Moniz • Joao Paulo Carvalho • Bruno Martins	2021-02-25
Railway Anomaly detection model using synthetic defect images generated by CycleGAN Takuro Hoshi • Yohei Baba • Gaurang Gavai	2021-02-24
From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection Quang Huu Pham • Viet Anh Nguyen • Linh Bao Doan • Ngoc N. Tran • Ta Minh Thanh	2021-02-24
Hopeful_Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers Ishan Sanjeev Upadhyay • Nikhil E • Anshul Wadhawan • Radhika Mamidi	2021-02-24
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures Sanat Ramesh • Diego Dall'Alba • Cristians Gonzalez • Tong Yu • Pietro Mascagni • Didier Mutter • Jacques Marescaux • Paolo Fiorini • Nicolas Padoy	2021-02-24
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training \| Brendon Lutnick • Leema Krishna Murali • Brandon Ginley • Pinaki Sarder	2021-02-23
Subword Pooling Makes a Difference \| Judit Ács • Ákos Kádár • András Kornai	2021-02-22
Parallelizing Legendre Memory Unit Training Narsimha Chilkuri • Chris Eliasmith	2021-02-22
The FaCells. An Exploratory Study about LSTM Layers on Face Sketches Classifiers Xavier Ignacio González	2021-02-22
Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown \| Animesh Tiwari • Rishabh Gupta • Rohitash Chandra	2021-02-21
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM Zahidul Islam • Mohammad Rukonuzzaman • Raiyan Ahmed • Md. Hasanul Kabir • Moshiur Farazi	2021-02-21
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Recurrent Rational Networks \| Quentin Delfosse • Patrick Schramowski • Alejandro Molina • Kristian Kersting # 6 ATARI GAMES ON ATARI 2600 TENNIS	2021-02-18
Genetically Optimized Prediction of Remaining Useful Life Shaashwat Agrawal • Sagnik Sarkar • Gautam Srivastava • Praveen Kumar Reddy Maddikunta • Thippa Reddy Gadekallu	2021-02-17
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang • Yi Tay • Shuai Zhang • Alvin Chan • Anh Tuan Luu • Siu Cheung Hui • Jie Fu	2021-02-17
Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters Mohita Chaudhary • Mohamed Sadok Gastli • Lobna Nassar • Fakhri Karray	2021-02-17
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Spatio-Temporal Multi-step Prediction of Influenza Outbreaks Jie Zhang • Kazumitsu Nawata • Hongyan Wu	2021-02-16
Axial Residual Networks for CycleGAN-based Voice Conversion Jaeseong You • Gyuhyeon Nam • Dalhyun Kim • Gyeongsu Chae	2021-02-16
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran • Sergio Escalera • Oswald Lanz	2021-02-16
Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet M. Onat Topal • Anil Bas • Imke van Heerden	2021-02-16
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MAPGN: MAsked Pointer-Generator Network for sequence-to-sequence pre-training Mana Ihori • Naoki Makishima • Tomohiro Tanaka • Akihiko Takashima • Shota Orihashi • Ryo Masumura	2021-02-15
Certified Robustness to Programmable Transformations in LSTMs Yuhao Zhang • Aws Albarghouthi • Loris D'Antoni	2021-02-15
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Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning Jaskirat Singh • Liang Zheng	2021-02-14
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Fast, Accurate Barcode Detection in Ultra High-Resolution Images Jerome Quenum • Kehan Wang • Avideh Zakhor	2021-02-13
Enhancing into the codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders Jonah Casebeer • Vinjai Vale • Umut Isik • Jean-Marc Valin • Ritwik Giri • Arvindh Krishnaswamy	2021-02-12
Neural Inverse Text Normalization Monica Sunkara • Chaitanya Shivade • Sravan Bodapati • Katrin Kirchhoff	2021-02-12
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VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention Peng Liu • Yuewen Cao • Songxiang Liu • Na Hu • Guangzhi Li • Chao Weng • Dan Su	2021-02-12
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Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems Mustafa Abdallah • Wo Jae Lee • Nithin Raghunathan • Charilaos Mousoulis • John W. Sutherland • Saurabh Bagchi	2021-02-11
Combination of window-sliding and prediction range method based on LSTM model for predicting cryptocurrency Yifan Yao • Lina Wang	2021-02-09
Meta-Learning for Koopman Spectral Analysis with Short Time-series Tomoharu Iwata • Yoshinobu Kawahara	2021-02-09
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers Shucong Zhang • Cong-Thanh Do • Rama Doddipatla • Erfan Loweimi • Peter Bell • Steve Renals	2021-02-09
Federated Acoustic Modeling For Automatic Speech Recognition Xiaodong Cui • Songtao Lu • Brian Kingsbury	2021-02-08
Wake Word Detection with Streaming Transformers Yiming Wang • Hang Lv • Daniel Povey • Lei Xie • Sanjeev Khudanpur	2021-02-08
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CMS-LSTM: Context-Embedding and Multi-Scale Spatiotemporal-Expression LSTM for Video Prediction \| Zenghao Chai • Chun Yuan • Zhihui Lin • Yunpeng Bai	2021-02-06
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang • Xiaoyu Shen • Dawei Zhu • Vera Demberg • Hui Su	2021-02-06
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1 Fu-Shun Hsu • Shang-Ran Huang • Chien-Wen Huang • Chao-Jung Huang • Yuan-Ren Cheng • Chun-Chieh Chen • Jack Hsiao • Chung-Wei Chen • Li-Chin Chen • Yen-Chun Lai • Bi-Fang Hsu • Nian-Jhen Lin • Wan-Lin Tsai • Yi-Lin Wu • Tzu-Ling Tseng • Ching-Ting Tseng • Yi-Tsun Chen • Feipei Lai	2021-02-05
A review of motion planning algorithms for intelligent robotics Chengmin Zhou • Bingding Huang • Pasi Fränti	2021-02-04
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment Manzhu Yu • Fangcao Xu • Weiming Hu • Jian Sun • Guido Cervone	2021-02-04
Top-down Discourse Parsing via Sequence Labelling Fajri Koto • Jey Han Lau • Timothy Baldwin	2021-02-03
DEFT: Detection Embeddings for Tracking \| Mohamed Chaabane • Peter Zhang • J. Ross Beveridge • Stephen O'Hara # 2 MULTI-OBJECT TRACKING ON MOT16	2021-02-03
Deep Online Fused Video Stabilization Zhenmei Shi • Fuhao Shi • Wei-Sheng Lai • Chia-Kai Liang • YIngyu Liang	2021-02-02
Detecting Anomalies in Software Execution Logs with Siamese Network Shayan Hashemi • Mika Mäntylä	2021-02-02
Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs \| Selim Furkan Tekin • Oguzhan Karaahmetoglu • Fatih Ilhan • Ismail Balaban • Suleyman Serdar Kozat	2021-02-01
Text-to-hashtag Generation using Seq2seq Learning Augusto Camargo • Wesley Carvalho • Felipe Peressim	2021-02-01
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays Rahul Kumar • Sandeep Mathias • Sriparna Saha • Pushpak Bhattacharyya	2021-02-01
toon2real: Translating Cartoon Images to Realistic Images K. M. Arefeen Sultan • Mohammad Imrul Jubair • Md. Nahidul Islam • Sayed Hossain Khan	2021-02-01
Contextualized Rewriting for Text Summarization \| Guangsheng Bao • Yue Zhang	2021-01-31
ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification Pranali Bora • Tulika Awalgaonkar • Himanshu Palve • Raviraj Joshi • Purvi Goel	2021-01-30
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models Rutuja Taware • Shraddha Varat • Gaurav Salunke • Chaitanya Gawande • Geetanjali Kale • Rahul Khengare • Raviraj Joshi	2021-01-30
Deep Reinforcement Learning-Based Product Recommender for Online Advertising Milad Vaali Esfahaani • Yanbo Xue • Peyman Setoodeh	2021-01-30
Triple M: A Practical Neural Text-to-speech System With Multi-guidance Attention And Multi-band Multi-time Lpcnet Shilun Lin • Fenglong Xie • Xinhui Li • Li Lu	2021-01-30
Deep learning via LSTM models for COVID-19 infection forecasting in India Rohitash Chandra • Ayush Jain • Divyanshu Singh Chauhan	2021-01-28
Deep learning via LSTM models for COVID-19 infection forecasting in India \| Rohitash Chandra • Ayush Jain • Divyanshu Singh Chauhan	2021-01-28
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms Salman Seyedi • Li Xiong • Shamim Nemati • Gari D. Clifford	2021-01-28
Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources \| Kirill Milintsevich • Kairit Sirts	2021-01-28
LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing Takashi Oya • Shigeo Morishima	2021-01-28
Fine-Grained Named Entity Typing over Distantly Supervised Data via Refinement in Hyperbolic Space Muhammad Asif Ali • Yifang Sun • Bing Li • Wei Wang	2021-01-27
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker \| Yen-Ting Lin • Yun-Nung Chen	2021-01-27
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings Katharina Kann • Mauro M. Monsalve-Mercado	2021-01-26
Deep Video Inpainting Detection Peng Zhou • Ning Yu • Zuxuan Wu • Larry S. Davis • Abhinav Shrivastava • Ser-Nam Lim	2021-01-26
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan • Sivanesan Sangeetha	2021-01-25
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models \| Daniel de Vassimon Manela • David Errington • Thomas Fisher • Boris van Breugel • Pasquale Minervini	2021-01-24
Short-term daily precipitation forecasting with seasonally-integrated autoencoder \| Donlapark Ponnoprat	2021-01-23
Artificial intelligence prediction of stock prices using social media Kavyashree Ranawat • Stefano Giani	2021-01-22
BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets Fouzi Harrag • Maria Debbah • Kareem Darwish • Ahmed Abdelali	2021-01-22
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary \| huan zhang • Hongge Chen • Duane Boning • Cho-Jui Hsieh	2021-01-21
Distilling Large Language Models into Tiny and Effective Students using pQRNN Prabhu Kaliamoorthi • Aditya Siddhant • Edward Li • Melvin Johnson	2021-01-21
Classification of Pedagogical content using conventional machine learning and deep learning model Vedat Apuk • Krenare Pireva Nuçi	2021-01-18
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition Zachary Wharton • Ardhendu Behera • Yonghuai Liu • Nik Bessis	2021-01-17
Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation Khrystyna Faryna • Kevin Koschmieder • Marcella M. Paul • Thomas van den Heuvel • Anke van der Eerden • Rashindra Manniesing • Bram van Ginneken	2021-01-16
Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory $(1)$ Ki Hong Shin • Jae Won Jung • Sung Kyu Seo • Cheol Hwan You • Dong In Lee • Jisun Lee • Ki Ho Chang • Woon Seon Jung • Kyungsik Kim	2021-01-16
Ensemble of LSTMs and feature selection for human action prediction Tomislav Petković • Luka Petrović • Ivan Marković • Ivan Petrović	2021-01-14
A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS Sajila D. Wickramaratne • MD Shaad Mahmud	2021-01-14
MC-LSTM: Mass-Conserving LSTM Pieter-Jan Hoedt • Frederik Kratzert • Daniel Klotz • Christina Halmich • Markus Holzleitner • Grey Nearing • Sepp Hochreiter • Günter Klambauer	2021-01-13
A Recurrent Neural Network Approach to Roll Estimation for Needle Steering Maxwell Emerson • James M. Ferguson • Tayfun Efe Ertop • Margaret Rox • Josephine Granna • Michael Lester • Fabien Maldonado • Erin A. Gillaspie • Ron Alterovitz • Robert J. Webster III. • Alan Kuntz	2021-01-13
Experimental Evaluation of Deep Learning models for Marathi Text Classification Atharva Kulkarni • Meet Mandhane • Manali Likhitkar • Gayatri Kshirsagar • Jayashree Jagdale • Raviraj Joshi	2021-01-13
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT \| Mohammed Azhan • Mohammad Ahmad	2021-01-13
F3SNet: A Four-Step Strategy for QIM Steganalysis of Compressed Speech Based on Hierarchical Attention Network \| Chuanpeng Guo • Wei Yang • Liusheng Huang	2021-01-13
Whispered and Lombard Neural Speech Synthesis Qiong Hu • Tobias Bleisch • Petko Petkov • Tuomo Raitio • Erik Marchi • Varun Lakshminarasimhan	2021-01-13
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges Wenyu Ouyang • Kathryn Lawson • Dapeng Feng • Lei Ye • Chi Zhang • Chaopeng Shen	2021-01-12
Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks Thulitha Senevirathna • Bathiya Thennakoon • Tharindu Sankalpa • Chatura Seneviratne • Samad Ali • Nandana Rajatheva	2021-01-12
Neural News Recommendation with Negative Feedback Chuhan Wu • Fangzhao Wu • Yongfeng Huang • Xing Xie	2021-01-12
Neural Contract Element Extraction Revisited: Letters from Sesame Street Ilias Chalkidis • Manos Fergadiotis • Prodromos Malakasiotis • Ion Androutsopoulos	2021-01-12
Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach Baichuan Mo • Zhan Zhao • Haris N. Koutsopoulos • Jinhua Zhao	2021-01-11
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer Po-Ting Lai • Zhiyong Lu	2021-01-11
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text Ramchandra Joshi • Rushabh Karnavat • Kaustubh Jirapure • Raviraj Joshi	2021-01-11
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media \| Omar Sharif • Eftekhar Hossain • Mohammed Moshiul Hoque	2021-01-09
Learning Better Sentence Representation with Syntax Information Chen Yang	2021-01-09
Federated Intelligence for Active Queue Management in Inter-Domain Congestion \| Cesar A. Gomez • Xianbin Wang • Abdallah Shami	2021-01-08
Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks Racine Ly • Fousseini Traore • Khadim Dia	2021-01-08
Machine learning approach for quantum non-Markovian noise classification \| Stefano Martina • Stefano Gherardini • Filippo Caruso	2021-01-08
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems \| Ke Ma • Dongxuan He • Hancun Sun • Zhaocheng Wang • Sheng Chen	2021-01-08
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification Seyed Abolfazl Ghasemzadeh • Erfan Bank Tavakoli • Mehdi Kamal • Ali Afzali-Kusha • Massoud Pedram	2021-01-07
Detecting Log Anomalies with Multi-Head Attention (LAMA) Yicheng Guo • Yujin Wen • Congwei Jiang • Yixin Lian • Yi Wan	2021-01-07
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination Jian Dai • Shuge Lei • Licong Dong • Xiaona Lin • Huabin Zhang • Desheng Sun • Kehong Yuan	2021-01-07
VHS to HDTV Video Translation using Multi-task Adversarial Learning Hongming Luo • Guangsen Liao • Xianxu Hou • Bozhi Liu • Fei Zhou • Guoping Qiu	2021-01-07
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models Maryam Motamedi • Na Li • Douglas G. Down • Nancy M. Heddle	2021-01-06
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases Francesca Tang • Yang Feng • Hamza Chiheb • Jianqing Fan	2021-01-06
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils Pin Zhang • Zhen-Yu Yin • Yin-Fu Jin	2021-01-05
Assessment of Subjective Creativity Skill Using EEG Induced Capsule Network Sayantani Ghosh • Lidia Ghosh • Amit Konar • Atulya K. Nagar	2021-01-05
Adversarially trained LSTMs on reduced order models of urban air pollution simulations César Quilodrán-Casas • Rossella Arcucci • Christopher Pain • Yike Guo	2021-01-05
Contextual colorization and denoising for low-light ultra high resolution sequences N. Anantrasirichai • David Bull	2021-01-05
Are Eliminated Spans Useless for Coreference Resolution? Not at all Xin Tan • Longyin Zhang • Guodong Zhou	2021-01-04
Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks Zhong Yang • Yuanwei Liu • Yue Chen • Joey Tianyi Zhou	2021-01-04
Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs \| Dennis Ulmer	2021-01-03
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou • Tao Ge • Ke Xu • Furu Wei	2021-01-02
Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns \| Yassien Shaalan • Xiuzhen Zhang • Jeffrey Chan • Mahsa Salehi	2021-01-02
TeLU: A New Activation Function for Deep Learning Marina Adriana Mercioni • Stefan Holban	2021-01-01
A Deep Learning Approach for Diabetic Retinopathy detection using Transfer Learning Satwik Ramchandre • Bhargav Patil • Shardul Pharande • Karan Javali • Himangi Pande	2021-01-01
P-Swish: Activation Function with Learnable Parameters Based on Swish Activation Function in Deep Learning Marina Adriana Mercioni • Stefan Holban	2021-01-01
Semantic Parsing with Less Prior and More Monolingual Data Sajad Norouzi • Yanshuai Cao	2021-01-01
Intent Classification and Slot Filling for Privacy Policies \| Wasi Uddin Ahmad • Jianfeng Chi • Tu Le • Thomas Norton • Yuan Tian • Kai-Wei Chang	2021-01-01
WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification Anonymous	2021-01-01
More Side Information, Better Pruning: Shared-Label Classification as a Case Study Anonymous	2021-01-01
Feedforward Legendre Memory Unit Anonymous	2021-01-01
Pretrain Knowledge-Aware Language Models Anonymous	2021-01-01
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments Anonymous	2021-01-01
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation Anonymous	2021-01-01
Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation Anonymous	2021-01-01
Parameterization of Hypercomplex Multiplications Anonymous	2021-01-01
Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech Anonymous	2021-01-01
Automatic Music Production Using Generative Adversarial Networks Anonymous	2021-01-01
NOSE Augment: Fast and Effective Data Augmentation Without Searching Anonymous	2021-01-01
Post-Training Weighted Quantization of Neural Networks for Language Models Anonymous	2021-01-01
Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN Anonymous	2021-01-01
Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering Anonymous	2021-01-01
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Anonymous	2021-01-01
Class Attention Network for Semantic Segmentation of Remote Sensing Images Zhibo Rao • Mingyi He • Yuchao Dai	2020-12-31
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation Kushal Lakhotia • Bhargavi Paranjape • Asish Ghoshal • Wen-tau Yih • Yashar Mehdad • Srinivasan Iyer	2020-12-31
Automatic Detection and Image Recognition of Precision Agriculture for Citrus Diseases ChauChung Song • ChihLun Wang • Yifeng Yang	2020-12-29
Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate Zahra Roozbahani • Jalal Rezaeenour • Roshan Shahrooei • Hanif Emamgholizadeh	2020-12-29
How to Train Your Differentiable Filter \| Alina Kloss • Georg Martius • Jeannette Bohg	2020-12-28
Neural document expansion for ad-hoc information retrieval Cheng Tang • Andrew Arnold	2020-12-27
Sparse Adversarial Attack to Object Detection \| Jiayu Bao	2020-12-26
Predicting Organizational Cybersecurity Risk: A Deep Learning Approach Benjamin M. Ampel	2020-12-26
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS Mohit Sewak • Sanjay K. Sahay • Hemant Rathore	2020-12-26
LSTM-Aided Hybrid Random Access Scheme for 6G MTC Networks Huimei Han • Zan Li • Wenchao Zhai • Jun Zhao • Weidang Lu • LiPing Qian	2020-12-25
A State Representation Dueling Network for Deep Reinforcement Learning Haomin Qiu • Feng Liu	2020-12-24
Pain Assessment based on fNIRS using Bidirectional LSTMs Raul Fernandez Rojas • Julio Romero • Jehu Lopez-Aparicio • Keng-Liang Ou	2020-12-24
Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks Yimin Lin • Jianfeng Huang • Shiguo Lian	2020-12-24
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Guodong Zeng • Till D. Lerch • Florian Schmaranzer • Guoyan Zheng • Juergen Burger • Kate Gerber • Moritz Tannast • Klaus Siebenrock • Nicolas Gerber	2020-12-23
BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction Sein Minn	2020-12-22
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020 Ramchandra Joshi • Rushabh Karnavat • Kaustubh Jirapure • Raviraj Joshi	2020-12-22
Compressing LSTM Networks by Matrix Product Operators Ze-Feng Gao • Xingwei Sun • Lan Gao • Junfeng Li • Zhong-Yi Lu	2020-12-22
Improved Biomedical Word Embeddings in the Transformer Era \| Jiho Noh • Ramakanth Kavuluru	2020-12-22
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network Omar Sharif • Eftekhar Hossain • Mohammed Moshiul Hoque	2020-12-21
DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement Huixiang Huang • Renjie Wu • Jingbiao Huang • Jucai Lin • Jun Yin	2020-12-19
Recent Advances of Generic Object Detection with Deep Learning: A Review Xin Li • YingYing Li • Shushu Li	2020-12-19
Efficient CNN-LSTM based Image Captioning using Neural Network Compression \| Harshit Rampal • Aman Mohanty	2020-12-17
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions Anh Truong • Austin Walters • Jeremy Goodsitt	2020-12-17
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery Saba Dadsetan • Gisele Rose • Naira Hovakimyan • Jennifer Hobbs	2020-12-17
Parallel WaveNet conditioned on VAE latent vectors Jonas Rohnke • Tom Merritt • Jaime Lorenzo-Trueba • Adam Gabrys • Vatsal Aggarwal • Alexis Moinet • Roberto Barra-Chicote	2020-12-17
StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding \| Jinshan Zeng • Qi Chen • Yunxin Liu • Mingwen Wang • Yuan YAO	2020-12-16
Visually Grounding Instruction for History-Dependent Manipulation Hyemin Ahn • Obin Kwon • Kyoungdo Kim • Dongheui Lee • Songhwai Oh	2020-12-16
Multi-channel optical neuromorphic processor for frequency-multiplexed signals Mariia Sorokina	2020-12-15
LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management Juye Kim	2020-12-15
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee • Dong Bok Lee • Sung Ju Hwang	2020-12-14
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation \| Golnaz Ghiasi • Yin Cui • Aravind Srinivas • Rui Qian • Tsung-Yi Lin • Ekin D. Cubuk • Quoc V. Le • Barret Zoph # 1 OBJECT DETECTION ON COCO MINIVAL	2020-12-13
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery Snehasish Mukherjee • Phaniram Sayapaneni • Shankar Subramanya	2020-12-13
Using Restricted Boltzmann Machines to Model Molecular Geometries \| Peter Nekrasov • Jessica Freeze • Victor Batista	2020-12-13
SPARTA: Speaker Profiling for ARabic TAlk Wael Farhan • Muhy Eddin Za'ter • Qusai Abu Obaidah • Hisham al Bataineh • Zyad Sober • Hussein T. Al-Natsheh	2020-12-13
SenSeNet: Neural Keyphrase Generation with Document Structure Yichao Luo • Zhengyan Li • Bingning Wang • Xiaoyu Xing • Qi Zhang • Xuanjing Huang	2020-12-12
Mapping the Timescale Organization of Neural Language Models Hsiang-Yun Sherry Chien • Jinhan Zhang • Christopher. J. Honey	2020-12-12
Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics John Burge • Matthew Bonanni • Matthias Ihme • Lily Hu	2020-12-11
Option Tracing: Beyond Binary Knowledge Tracing \| Aritra Ghosh • Andrew S. Lan	2020-12-11
Morphology Matters: A Multilingual Language Modeling Analysis \| Hyunji Hayley Park • Katherine J. Zhang • Coleman Haley • Kenneth Steimel • Han Liu • Lane Schwartz	2020-12-11
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification Haozhen Zhang • Wei Zhao • Shuang Liu	2020-12-10
Lipschitz Regularized CycleGAN for Improving Semantic Robustness in Unpaired Image-to-image Translation Zhiwei Jia • Bodi Yuan • Kangkang Wang • Hong Wu • David Clifford • Zhiqiang Yuan • Hao Su	2020-12-09
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network \| Denis Coquenet • Clément Chatelain • Thierry Paquet	2020-12-09
exploRNN: Understanding Recurrent Neural Networks through Visual Exploration Alex Bäuerle • Raphael Störk • Timo Ropinski	2020-12-09
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization Yinuo Guo • Hualei Zhu • Zeqi Lin • Bei Chen • Jian-Guang Lou • Dongmei Zhang	2020-12-08
3D-CNN for Facial Emotion Recognition in Videos Jad Haddad • Olivier Lezoray • Philippe Hamel	2020-12-07
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN Gyutaek Oh • Hyokyoung Bae • Hyun-Seo Ahn • Sung-Hong Park • Jong Chul Ye	2020-12-07
KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning Bin He • Xin Jiang • Jinghui Xiao • Qun Liu	2020-12-07
Using previous acoustic context to improve Text-to-Speech synthesis Pilar Oplustil-Gallegos • Simon King	2020-12-07
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth Bashar Alhnaity • Stefanos Kollias • Georgios Leontidis • Shouyong Jiang • Bert Schamp • Simon Pearson	2020-12-07
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis Nabil Ibtehaz • S. M. Shakhawat Hossain Sourav • Md. Shamsuzzoha Bayzid • M. Sohel Rahman	2020-12-06
A Benchmark Dataset for Understandable Medical Language Translation Junyu Luo • Zifei Zheng • Hanzhong Ye • Muchao Ye • Yaqing Wang • Quanzeng You • Cao Xiao • Fenglong Ma	2020-12-04
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations \| Nando Metzger • Mehmet Ozgur Turkoglu • Stefano D'Aronco • Jan Dirk Wegner • Konrad Schindler	2020-12-04
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements \| Mohit Raghavendra • Pravan Omprakash • B R Mukesh • Sowmya Kamath # 1 LIP PASSWORD CLASSIFICATION ON MIRACL-VC1	2020-12-04
DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion \| Arda Düzçeker • Silvano Galliani • Christoph Vogel • Pablo Speciale • Mihai Dusmanu • Marc Pollefeys	2020-12-03
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach \| Prithwiraj Bhattacharjee • Avi Mallick • Md Saiful Islam • Marium-E-Jannat	2020-12-03
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling Jing Su • Qingyun Dai • Frank Guerin • Mian Zhou	2020-12-03
A journey in ESN and LSTM visualisations on a language task \| Alexandre Variengien • Xavier Hinaut	2020-12-03
Evolving Character-level Convolutional Neural Networks for Text Classification Trevor Londt • Xiaoying Gao • Bing Xue • Peter Andreae	2020-12-03
Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh Md. Saif Hassan Onim • Muhaiminul Islam Akash • Mahmudul Haque • Raiyan Ibne Hafiz	2020-12-03
$DA^3$: Deep Additive Attention Adaption for Memory-Efficient On-Device Multi-Domain Learning Li Yang • Adnan Siraj Rakin • Deliang Fan	2020-12-02
SOC Estimation of Li-ion Batteries with Learning Rate-Optimized Deep Fully Convolutional Network M. A. Hannan • D. N. T. How • M. S. Hossain Lipu • Pin Jern Ker • Z. Y. Dong • M. Mansur • Frede Blaabjerg	2020-12-02
Generating Descriptions for Sequential Images with Local-Object Attention and Global Semantic Context Modelling Jing Su • Chenghua Lin • Mian Zhou • Qingyun Dai • Haoyu Lv	2020-12-02
Comparison of Attention-based Deep Learning Models for EEG Classification Giulia Cisotto • Alessio Zanga • Joanna Chlebus • Italo Zoppis • Sara Manzoni • Urszula Markowska-Kaczmar	2020-12-02
Learning Universal Shape Dictionary for Realtime Instance Segmentation Tutian Tang • Wenqiang Xu • Ruolin Ye • Lixin Yang • Cewu Lu	2020-12-02
Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks Felix Grezes • Zhaoheng Ni • Viet Anh Trinh • Michael Mandel	2020-12-02
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings Madhurananda Pahar • Marisa Klopper • Robin Warren • Thomas Niesler	2020-12-02
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar • Shashank Shailabh • Milan Aggarwal • Balaji Krishnamurthy	2020-12-02
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks Zhaoheng Ni • Felix Grezes • Viet Anh Trinh • Michael I. Mandel	2020-12-02
Physics Guided Machine Learning Methods for Hydrology Ankush Khandelwal • Shaoming Xu • Xiang Li • Xiaowei Jia • Michael Stienbach • Christopher Duffy • John Nieber • Vipin Kumar	2020-12-02
Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement Felix Grezes • Zhaoheng Ni • Viet Anh Trinh • Michael Mandel	2020-12-02
MR-based camera-less eye tracking using deep neural networks Markus Frey • Matthias Nau • Christian F. Doeller	2020-12-01
Training Linear Finite-State Machines Arash Ardakani • Amir Ardakani • Warren Gross	2020-12-01
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech Shailee Jain • Vy Vo • Shivangi Mahto • Amanda LeBel • Javier S. Turek • Alexander Huth	2020-12-01
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection Takayuki Osakabe • Miki Tanaka • Yuma Kinoshita • Hitoshi Kiya	2020-12-01
Arabisc: Context-Sensitive Neural Spelling Checker \| Yasmin Moslem • Rejwanul Haque • Andy Way	2020-12-01
Deep Implicit Templates for 3D Shape Representation \| Zerong Zheng • Tao Yu • Qionghai Dai • Yebin Liu	2020-11-30
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information Girisha S • Ujjwal Verma • Manohara Pai M M • Radhika Pai # 1 SEMANTIC SEGMENTATION ON MANIPALUAVID	2020-11-29
Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency Chongzhen Zhang • Yang Tang • Chaoqiang Zhao • Qiyu Sun • Zhencheng Ye • Jürgen Kurths	2020-11-29
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis Quan Huu Cap • Hitoshi Iyatomi • Atsushi Fukuda	2020-11-28
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game \| Lei Han • Jiechao Xiong • Peng Sun • Xinghai Sun • Meng Fang • Qingwei Guo • Qiaobo Chen • Tengfei Shi • Hongsheng Yu • Zhengyou Zhang	2020-11-27
Joint Extraction of Entity and Relation with Information Redundancy Elimination Yuanhao Shen • Jungang Han	2020-11-27
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography Sibo Qiao • Shanchen Pang • Gang Luo • Silin Pan • Xun Wang • Min Wang • Xue Zhai • Taotao Chen	2020-11-26
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Sicheng Zhao • Xuanbai Chen • Xiangyu Yue • Chuang Lin • Pengfei Xu • Ravi Krishna • Jufeng Yang • Guiguang Ding • Alberto L. Sangiovanni-Vincentelli • Kurt Keutzer	2020-11-25
ImCLR: Implicit Contrastive Learning for Image Classification John Chen • Samarth Sinha • Anastasios Kyrillidis	2020-11-25
FBWave: Efficient and Scalable Neural Vocoders for Streaming Text-To-Speech on the Edge Bichen Wu • Qing He • Peizhao Zhang • Thilo Koehler • Kurt Keutzer • Peter Vajda	2020-11-25
Three-dimensional Segmentation of the Scoliotic Spine from MRI using Unsupervised Volume-based MR-CT Synthesis Enamundram M. V. Naga Karthik • Catherine Laporte • Farida Cheriet	2020-11-25
Separating and denoising seismic signals with dual-path recurrent neural network architecture Artemii Novoselov • Peter Balazs • Götz Bokelmann	2020-11-24
ImageNet Pretrained CNNs for JPEG Steganalysis Yassine Yousfi • Jan Butora • Eugene Khvedchenya • Jessica Fridrich	2020-11-24
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare Loris Nanni • Alessandra Lumini • Stefano Ghidoni • Gianluca Maguolo	2020-11-24
Enhancing deep neural networks with morphological information Matej Klemen • Luka Krsnik • Marko Robnik-Šikonja	2020-11-24
A Non-linear Function-on-Function Model for Regression with Time Series Data Qiyao Wang • HaiYan Wang • Chetan Gupta • Aniruddha Rajendra Rao • Hamed Khorasgani	2020-11-24
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text Ramchandra Joshi • Raviraj Joshi	2020-11-23
KeepAugment: A Simple Information-Preserving Data Augmentation Approach Chengyue Gong • Dilin Wang • Meng Li • Vikas Chandra • Qiang Liu	2020-11-23
Sarcasm detection from user-generated noisy short text Prakamya Mishra	2020-11-23
A Better and Faster End-to-End Model for Streaming ASR Bo Li • Anmol Gulati • Jiahui Yu • Tara N. Sainath • Chung-Cheng Chiu • Arun Narayanan • Shuo-Yiin Chang • Ruoming Pang • Yanzhang He • James Qin • Wei Han • Qiao Liang • Yu Zhang • Trevor Strohman • Yonghui Wu	2020-11-21
DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences \| Mengmeng Kuang • Yong liu • Lufei Gao # 1 MULTIPLE SEQUENCE ALIGNMENT ON OXBENCH	2020-11-21
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval Eunju Cha • Chanseok Lee • Mooseok Jang • Jong Chul Ye	2020-11-20
Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility Konstantinos Kousias • Apostolos Pappas • Ozgu Alay • Antonios Argyriou • Michael Riegler	2020-11-20
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis \| Zhouyong Liu • Shun Luo • Wubin Li • Jingben Lu • Yufan Wu • ChunGuo Li • Luxi Yang	2020-11-20
Universal MelGAN: A Robust Neural Vocoder for High-Fidelity Waveform Generation in Multiple Domains \| Won Jang • Dan Lim • Jaesam Yoon	2020-11-19
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews Eftekhar Hossain • Omar Sharif • Mohammed Moshiul Hoque • Iqbal H. Sarker	2020-11-19
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling \| Dilin Wang • Meng Li • Chengyue Gong • Vikas Chandra # 3 NEURAL ARCHITECTURE SEARCH ON IMAGENET	2020-11-18
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement Di Ma • Fan Zhang • David R. Bull	2020-11-18
Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis Nazar Khan • Arbish Akram • Arif Mahmood • Sania Ashraf • Kashif Murtaza	2020-11-18
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification Daniel Palomino • Jose Ochoa-Luna	2020-11-18
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images Aparna Yegnaraman • S. Valli	2020-11-17
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation \| P Aditya Sreekar • Ujjwal Tiwari • Anoop Namboodiri	2020-11-17
Learning Efficient GANs using Differentiable Masks and co-Attention Distillation \| Shaojie Li • Mingbao Lin • Yan Wang • Mingliang Xu • Feiyue Huang • Yongjian Wu • Ling Shao • Rongrong Ji	2020-11-17
Deep learning in magnetic resonance prostate segmentation: A review and a new perspective \| David Gillespie • Connah Kendrick • Ian Boon • Cheng Boon • Tim Rattay • Moi Hoon Yap	2020-11-16
Scaled-YOLOv4: Scaling Cross Stage Partial Network \| Chien-Yao Wang • Alexey Bochkovskiy • Hong-Yuan Mark Liao # 1 REAL-TIME OBJECT DETECTION ON COCO	2020-11-16
Learning Associative Inference Using Fast Weight Memory \| Imanol Schlag • Tsendsuren Munkhdalai • Jürgen Schmidhuber	2020-11-16
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder Ziqi Ke • Haris Vikalo	2020-11-16
A Two-Phase Approach for Abstractive Podcast Summarization Chujie Zheng • Kunpeng Zhang • Harry Jiannan Wang • Ling Fan	2020-11-16
Modular Multi Target Tracking Using LSTM Networks Rishabh Verma • R Rajesh • MS Easwaran	2020-11-16
It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities Eyal Arviv • Simo Hanouna • Oren Tsur	2020-11-16
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning Debesh Jha • Sharib Ali • Håvard D. Johansen • Dag D. Johansen • Jens Rittscher • Michael A. Riegler • Pål Halvorsen # 1 MEDICAL IMAGE SEGMENTATION ON KVASIR-SEG	2020-11-15
Sentiment Analysis for Sinhala Language using Deep Learning Techniques \| Lahiru Senevirathne • Piyumal Demotte • Binod Karunanayake • Udyogi Munasinghe • Surangika Ranathunga	2020-11-14
On the Benefits of Early Fusion in Multimodal Representation Learning George Barnum • Sabera Talukder • Yisong Yue	2020-11-14
Transductive Zero-Shot Learning using Cross-Modal CycleGAN Patrick Bordes • Eloi Zablocki • Benjamin Piwowarski • Patrick Gallinari	2020-11-13
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement Hamed Hemati • Damian Borth	2020-11-12
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM \| Jiacheng Wang • Weiheng Li	2020-11-12
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu • Hehui Zhang • Yihan Lin • Guoqi Li • Meng Wang • Ye Tang	2020-11-12
LittleYOLO-SPP: A Delicate Real-Time Vehicle Detection Algorithm Sri Jamiya S • Esther Rani P	2020-11-11
E-commerce Query-based Generation based on User Review Yiren Liu • Kuan-Ying Lee	2020-11-11
DoLFIn: Distributions over Latent Features for Interpretability Phong Le • Willem Zuidema	2020-11-10
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis Erica Cooper • Xin Wang • Yi Zhao • Yusuke Yasuda • Junichi Yamagishi	2020-11-10
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks Natalia Vanetik • Marina Litvak • Sergey Shevchuk • Lior Reznik	2020-11-09
Comparison between ARIMA and Deep Learning Models for Temperature Forecasting Eranga De Saa • Lochandaka Ranathunga	2020-11-09
Real-time object detection method based on improved YOLOv4-tiny Zicong Jiang • Liquan Zhao • Shuaiyang Li • Yanfei Jia	2020-11-09
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks Alex Mathai • Shreya Khare • Srikanth Tamilselvam • Senthil Mani	2020-11-08
Universal Activation Function For Machine Learning Brosnan Yuen • Minh Tu Hoang • Xiaodai Dong • Tao Lu	2020-11-07
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows \| Ricardo Gama • Hugo L. Fernandes	2020-11-07
Drafting in Collectible Card Games via Reinforcement Learning \| Ronaldo Vieira • Anderson Rocha Tavares • Luiz Chaimowicz # 1 CARD GAMES ON LEGENDS OF CODE AND MAGIC (SELF-PLAY)	2020-11-07
Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets Raj Ratn Pranesh • Ambesh Shekhar • Anish Kumar	2020-11-06
Wave-Tacotron: Spectrogram-free end-to-end text-to-speech synthesis Ron J. Weiss • RJ Skerry-Ryan • Eric Battenberg • Soroosh Mariooryad • Diederik P. Kingma	2020-11-06
Deep Learning for Flight Demand and Delays Forecasting Liya Wang • Amy Mykityshyn • Craig Johnson • Benjamin D. Marple	2020-11-06
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks \| David Peer • Sebastian Stabinger • Antonio Rodriguez-Sanchez	2020-11-05
Alignment Restricted Streaming Recurrent Neural Network Transducer Jay Mahadeokar • Yuan Shangguan • Duc Le • Gil Keren • Hang Su • Thong Le • Ching-Feng Yeh • Christian Fuegen • Michael L. Seltzer	2020-11-05
Aspect Based Sentiment Analysis with Self-Attention and Gated Convolutional Networks Jian Yang • Juan Yang	2020-11-04
Sound Event Detection in Domestic Environments using Dense Recurrent Neural Network Tianchu Yao • Chuang Shi • Huiyong Li	2020-11-04
Joint Entity and Relation Extraction with Set Prediction Networks Dianbo Sui • Yubo Chen • Kang Liu • Jun Zhao • Xiangrong Zeng • Shengping Liu # 1 JOINT ENTITY AND RELATION EXTRACTION ON NYT	2020-11-03
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yong-Hao Long • Jie-Ying Wu • Bo Lu • Yue-Ming Jin • Mathias Unberath • Yun-hui Liu • Pheng-Ann Heng • Qi Dou	2020-11-03
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization Ahmed Mustafa • Nicola Pia • Guillaume Fuchs	2020-11-03
Sound Natural: Content Rephrasing in Dialog Systems Arash Einolghozati • Anchit Gupta • Keith Diedrick • Sonal Gupta	2020-11-03
QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs Rabab Alkhalifa • Arkaitz Zubiaga	2020-11-02
Time Series Forecasting with Stacked Long Short-Term Memory Networks Frank Xiao	2020-11-02
Using a Bi-directional LSTM Model with Attention Mechanism trained on MIDI Data for Generating Unique Music Ashish Ranjan • Varun Nagesh Jolly Behera • Motahar Reza	2020-11-02
NLCA-Net v2 for Stereo Matching in ECCV'20 Robust Vision Challenge Zhibo Rao • Mingyi He • Bo Li • Renjie He	2020-11-01
Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding Mário Cardoso • Jacinto Estima • Bruno Martins	2020-11-01
Creating cloud-free satellite imagery from image time series with deep learning Stefan Oehmcke • Tzu Hsin Karen Chen • Alexander V Prishchepov • Fabian Gieseke	2020-11-01
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization \| Badr AlKhamissi • Muhammad N. ElNokrashy • Mohamed Gabr # 2 ARABIC TEXT DIACRITIZATION ON TASHKEELA	2020-11-01
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor Yudianto Sujana • Jiawen Li • Hung-Yu Kao	2020-10-31
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks \| Luca Pasqualini • Maurizio Parton	2020-10-31
DeepWay: A Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning Vittorio Mazzia • Francesco Salvetti • Diego Aghi • Marcello Chiaberge	2020-10-30
Exploring Dynamic Context for Multi-path Trajectory Prediction \| Hao Cheng • Wentong Liao • Xuejiao Tang • Michael Ying Yang • Monika Sester • Bodo Rosenhahn	2020-10-30
Seq2Mol: Automatic design of de novo molecules conditioned by the target protein sequences through deep neural networks Ahmadreza Ghanbarpour • Markus A. Lill	2020-10-29
Multiple Trajectory Prediction with Deep Temporal and Spatial Convolutional Neural Networks Jan Strohbeck • Vasileios Belagiannis • Johannes Muller • Marcel Schreiber • Martin Herrmann • Daniel Wolf and Michael Buchholz	2020-10-29
A Deep Convolutional Neural Network Applied to Ship Detection and Classification Mikael Strauhs • Antonio Rafael Paulino de Lira • Ramiro Fernandes Ramos • João Vitor Marques de Oliveira Moita • Severino Virgínio Martins Neto • Jean-David Caprace	2020-10-29
Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation Jiahong Wei • Zhun Fan	2020-10-29
Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model Mana Ihori • Ryo Masumura • Naoki Makishima • Tomohiro Tanaka • Akihiko Takashima • Shota Orihashi	2020-10-29
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin • Yasaman Razeghi • Robert L. Logan IV • Eric Wallace • Sameer Singh	2020-10-29
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation Yuanhao Zhuo	2020-10-28
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification Zhuangzhi Chen • Hui Cui • Jingyang Xiang • Kunfeng Qiu • Liang Huang • Shilian Zheng • Shichuan Chen • Qi Xuan • Xiaoniu Yang	2020-10-28
Parallel waveform synthesis based on generative adversarial networks with voicing-aware conditional discriminators Ryuichi Yamamoto • Eunwoo Song • Min-Jae Hwang • Jae-Min Kim	2020-10-27
Acoustic echo cancellation with the dual-signal transformation LSTM network \| Nils L. Westhausen • Bernd T. Meyer	2020-10-27
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging Kasturi Bhattacharjee • Miguel Ballesteros • Rishita Anubhai • Smaranda Muresan • Jie Ma • Faisal Ladhak • Yaser Al-Onaizan	2020-10-27
Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications Yongqiang Wang • Yangyang Shi • Frank Zhang • Chunyang Wu • Julian Chan • Ching-Feng Yeh • Alex Xiao	2020-10-27
Satellite Image Small Target Application Based on Deep Segmented Residual Neural Network Zikang Wei • Yunqing Liu	2020-10-26
Reading Between the Lines: Exploring Infilling in Visual Narratives Khyathi Raghavi Chandu • Ruo-Ping Dong • Alan Black	2020-10-26
T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting Denghui Zhang • Yanchi Liu • Wei Cheng • Bo Zong • Jingchao Ni • Zhengzhang Chen • Haifeng Chen • Hui Xiong	2020-10-26
Video-based Facial Expression Recognition using Graph Convolutional Networks Daizong Liu • Hongting Zhang • Pan Zhou	2020-10-26
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging Hojjat Salehinejad • Edward Ho • Hui-Ming Lin • Priscila Crivellaro • Oleksandra Samorodova • Monica Tafur Arciniegas • Zamir Merali • Suradech Suthiphosuwan • Aditya Bharatha • Kristen Yeom • Muhammad Mamdani • Jefferson Wilson • Errol Colak	2020-10-26
Approximating Aggregated SQL Queries With LSTM Networks Nir Regev • Lior Rokach • Asaf Shabtai	2020-10-25
Transgender Community Sentiment Analysis from Social Media Data: A Natural Language Processing Approach Mengzhe Li • Yudan Wang • Ying Zhao • Zhixiang Li	2020-10-25
Recurrent Neural Based Electricity Load Forecasting of G-20 Members Jaymin Suhagiya • Deep Raval • Siddhi Vinayak Pandey • Jeet Patel • Ayushi Gupta • Akshay Srivastava	2020-10-24
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference Haoyu Zhang • Dingkun Long • Guangwei Xu • Pengjun Xie • Fei Huang • Ji Wang	2020-10-24
Hierarchical Transformer for Task Oriented Dialog Systems Bishal Santra • Potnuru Anusha • Pawan Goyal	2020-10-24
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary \| Stefan Grünewald • Annemarie Friedrich • Jonas Kuhn	2020-10-23
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations Wen-Chin Huang • Yi-Chiao Wu • Tomoki Hayashi • Tomoki Toda	2020-10-23
Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training \| Oshin Agarwal • Heming Ge • Siamak Shakeri • Rami Al-Rfou	2020-10-23
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model \| Moussa Kamal Eddine • Antoine J. -P. Tixier • Michalis Vazirgiannis # 1 TEXT SUMMARIZATION ON ORANGESUM	2020-10-23
Urban Sound Classification : striving towards a fair comparison \| Augustin Arnault • Baptiste Hanssens • Nicolas Riche	2020-10-22
slimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko • Qiantong Xu • Jacob Kahn • Gabriel Synnaeve • Ronan Collobert	2020-10-22
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network Vikas Bajpai • Anukriti Bansal • Kshitiz Verma • Sanjay Agarwal	2020-10-22
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset Xie Chen • Yu Wu • Zhenghao Wang • Shujie Liu • Jinyu Li	2020-10-22
Learnability and Complexity of Quantum Samples \| Murphy Yuezhen Niu • Andrew M. Dai • Li Li • Augustus Odena • Zhengli Zhao • Vadim Smelyanskyi • Hartmut Neven • Sergio Boixo	2020-10-22
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks Mohammad Mahmudur Rahman Khan • Md. Abu Bakr Siddique • Shadman Sakib • Anas Aziz • Ihtyaz Kader Tasawar • Ziad Hossain	2020-10-22
Stock Price Prediction Using CNN and LSTM-Based Deep Learning Models Sidra Mehtab • Jaydip Sen	2020-10-22
Deep Hash Embedding for Large-Vocab Categorical Feature Representations Wang-Cheng Kang • Derek Zhiyuan Cheng • Tiansheng Yao • Xinyang Yi • Ting Chen • Lichan Hong • Ed H. Chi	2020-10-21
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques Huy Quoc To • Kiet Van Nguyen • Ngan Luu-Thuy Nguyen • Anh Gia-Tuan Nguyen	2020-10-21
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine Weizhen Qi • Yeyun Gong • Yu Yan • Jian Jiao • Bo Shao • Ruofei Zhang • Houqiang Li • Nan Duan • Ming Zhou	2020-10-21
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi • Yongqiang Wang • Chunyang Wu • Ching-Feng Yeh • Julian Chan • Frank Zhang • Duc Le • Mike Seltzer	2020-10-21
Grapheme or phoneme? An Analysis of Tacotron's Embedded Representations Antoine Perquin • Erica Cooper • Junichi Yamagishi	2020-10-21
Learning Speaker Embedding from Text-to-Speech \| Jaejin Cho • Piotr Zelasko • Jesus Villalba • Shinji Watanabe • Najim Dehak	2020-10-21
Smooth activations and reproducibility in deep networks Gil I. Shamir • Dong Lin • Lorenzo Coviello	2020-10-20
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset Tong Zheng • Hirohisa ODA • Masahiro Oda • Shota NAKAMURA • Masaki MORI • Hirotsugu TAKABATAKE • Hiroshi NATORI • Kensaku MORI	2020-10-20
Attention Augmented ConvLSTM for Environment Prediction \| Bernard Lange • Masha Itkina • Mykel J. Kochenderfer	2020-10-19
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi • Xian-Hua Han	2020-10-19
A Backbone Replaceable Fine-tuning Framework for Stable Face Alignment Xu sun • Zhenfeng Fan • Zihao Zhang • Yingjie Guo • Shihong Xia	2020-10-19
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning Wanyun Cui • Guangyu Zheng • Wei Wang	2020-10-16
Latent Vector Recovery of Audio GANs Andrew Keyes • Nicky Bayat • Vahid Reza Khazaie • Yalda Mohsenzadeh	2020-10-16
Few-shot model-based adaptation in noisy conditions Karol Arndt • Ali Ghadirzadeh • Murtaza Hazara • Ville Kyrki	2020-10-16
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning Xing Yan • Weizhong Zhang • Lin Ma • Wei Liu • Qi Wu	2020-10-16
Evaluating Attribution Methods using White-Box LSTMs \| Yiding Hao	2020-10-16
Prediction-Based GNSS Spoofing Attack Detection for Autonomous Vehicles Sagar Dasgupta • Mizanur Rahman • Mhafuzul Islam • Mashrur Chowdhury	2020-10-16
Understanding Neural Abstractive Summarization Models via Uncertainty \| Jiacheng Xu • Shrey Desai • Greg Durrett	2020-10-15
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network \| Martin Gauch • Frederik Kratzert • Daniel Klotz • Grey Nearing • Jimmy Lin • Sepp Hochreiter	2020-10-15
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media Shakshi Sharma • Rajesh Sharma	2020-10-15
Semantic Label Smoothing for Sequence to Sequence Problems Michal Lukasik • Himanshu Jain • Aditya Krishna Menon • Seungyeon Kim • Srinadh Bhojanapalli • Felix Yu • Sanjiv Kumar	2020-10-15
Recurrent Distributed Reinforcement Learning for Partially Observable Robotic Assembly Jieliang Luo • Hui Li	2020-10-15
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards Keyang He • Bikramjit Banerjee • Prashant Doshi	2020-10-15
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention \| Aman Khullar • Udit Arora # 1 MULTIMODAL ABSTRACTIVE TEXT SUMMARIZATION ON HOW2 300H	2020-10-15
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli? Maryam Hashemzadeh • Greta Kaufeld • Martha White • Andrea E. Martin • Alona Fyshe	2020-10-14
Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language \| Dan John Velasco	2020-10-13
Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition Jianrong Wang • Tong Wu • Shanyu Wang • Mei Yu • Qiang Fang • Ju Zhang • Li Liu	2020-10-13
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension Ekta Sood • Simon Tannert • Diego Frassinelli • Andreas Bulling • Ngoc Thang Vu	2020-10-13
Aspect-based Document Similarity for Research Papers \| Malte Ostendorff • Terry Ruas • Till Blume • Bela Gipp • Georg Rehm	2020-10-13
Differential radial basis function network for sequence modelling Kojo Sarfo Gyamfi • James Brusey • Elena Gaura	2020-10-13
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling \| Rajat Patel • Francis Ferraro	2020-10-12
Discrete Latent Space World Models for Reinforcement Learning Jan Robine • Tobias Uelwer • Stefan Harmeling # 7 ATARI GAMES ON ATARI 2600 PONG	2020-10-12
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models Ethan Wilcox • Peng Qian • Richard Futrell • Ryosuke Kohita • Roger Levy • Miguel Ballesteros	2020-10-12
Improving Compositional Generalization in Semantic Parsing \| Inbar Oren • Jonathan Herzig • Nitish Gupta • Matt Gardner • Jonathan Berant	2020-10-12
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation \| Debaditya Pal • Harsh Sharma • Kaustubh Chaudhari	2020-10-11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations \| Shauli Ravfogel • Yanai Elazar • Jacob Goldberger • Yoav Goldberg	2020-10-11
A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data Qi Zhao	2020-10-11
Automated Concatenation of Embeddings for Structured Prediction \| Xinyu Wang • Yong Jiang • Nguyen Bach • Tao Wang • Zhongqiang Huang • Fei Huang • Kewei Tu # 1 NAMED ENTITY RECOGNITION ON CONLL 2003 (GERMAN) REVISED	2020-10-10
A Model Compression Method with Matrix Product Operators for Speech Enhancement Xingwei Sun • Ze-Feng Gao • Zhong-Yi Lu • Junfeng Li • Yonghong Yan	2020-10-10
Asset Price Forecasting using Recurrent Neural Networks \| Hamed Vaheb	2020-10-10
Meta Graph Attention on Heterogeneous Graph with Node-Edge Co-evolution Yucheng Lin • Huiting Hong • Xiaoqing Yang • Xiaodi Yang • Pinghua Gong • Jieping Ye	2020-10-09
Recurrent babbling: evaluating the acquisition of grammar from limited input data Ludovica Pannitto • Aurélie Herbelot	2020-10-09
Examining the Ordering of Rhetorical Strategies in Persuasive Requests \| Omar Shaikh • Jiaao Chen • Jon Saad-Falcon • Duen Horng Chau • Diyi Yang	2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning Xinyu Dong • Jianyuan Deng • Sina Rashidian • Kayley Abell-Hart • Wei Hou • Richard N Rosenthal • Mary Saltz • Joel Saltz • Fusheng Wang	2020-10-09
gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis Sunil Gundapu • Radhika Mamidi	2020-10-09
A Survey of Knowledge-Enhanced Text Generation \| Wenhao Yu • Chenguang Zhu • Zaitang Li • Zhiting Hu • Qingyun Wang • Heng Ji • Meng Jiang	2020-10-09
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data Sunil Gundapu • Radhika Mamidi	2020-10-09
Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN \| Patrick Lumban Tobing • Yi-Chiao Wu • Tomoki Toda	2020-10-09
The NU Voice Conversion System for the Voice Conversion Challenge 2020: On the Effectiveness of Sequence-to-sequence Models and Autoregressive Neural Vocoders Wen-Chin Huang • Patrick Lumban Tobing • Yi-Chiao Wu • Kazuhiro Kobayashi • Tomoki Toda	2020-10-09
Retrieve and Refine: Exemplar-based Neural Comment Generation \| Bolin Wei • Yongmin Li • Ge Li • Xin Xia • Zhi Jin	2020-10-09
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction \| Zhen Wu • Chengcan Ying • Fei Zhao • Zhifang Fan • Xinyu Dai • Rui Xia # 1 ASPECT SENTIMENT TRIPLET EXTRACTION ON SEMEVAL	2020-10-09
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization Alexander Katzmann • Oliver Taubmann • Stephen Ahmad • Alexander Mühlberg • Michael Sühling • Horst-Michael Groß	2020-10-09
R-MnasNet: Reduced MnasNet for Computer Vision Prasham Shah • Mohamed El-Sharkawy	2020-10-08
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates Geoffrey C. Fox • Gregor von Laszewski • Fugang Wang • Saumyadipta Pyne	2020-10-08
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks Ansel MacLaughlin • Jwala Dhamala • Anoop Kumar • Sriram Venkatapathy • Ragav Venkatesan • Rahul Gupta	2020-10-08
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models Gregory Senay • Emmanuelle Salin	2020-10-08
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation Abhishek Singh	2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling Jonathan Shen • Ye Jia • Mike Chrzanowski • Yu Zhang • Isaac Elias • Heiga Zen • Yonghui Wu	2020-10-08
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation Hyung Jun Yang • Timothy Yeo • Jaewoo An	2020-10-08
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition Yan Yang • Md Zakir Hossain • Tom Gedeon • Shafin Rahman	2020-10-07
ELMo and BERT in semantic change detection for Russian Julia Rodina • Yuliya Trofimova • Andrey Kutuzov • Ekaterina Artemova	2020-10-07
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction Mengyun Chen • Tao Ge • Xingxing Zhang • Furu Wei • Ming Zhou	2020-10-07
Improving Context Modeling in Neural Topic Segmentation Linzi Xing • Brad Hackinen • Giuseppe Carenini • Francesco Trebbi	2020-10-07
Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: A Sentiment Polarity Classifier for YouTube Comments with Code-switching between Tamil, Malayalam and English \| BalaSundaraRaman Lakshmanan • Sanjeeth Kumar Ravindranath	2020-10-07
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News \| Nguyen Vo • Kyumin Lee	2020-10-07
Tackling the Low-resource Challenge for Canonical Segmentation Manuel Mager • Özlem Çetinoğlu • Katharina Kann	2020-10-06
COD3S: Diverse Generation with Discrete Semantic Signatures \| Nathaniel Weir • João Sedoc • Benjamin Van Durme	2020-10-06
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations Praveen Kumar Bodigutla • Aditya Tiwari • Josep Valls Vargas • Lazaros Polymenakos • Spyros Matsoukas	2020-10-06
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS \| Wen-Chin Huang • Tomoki Hayashi • Shinji Watanabe • Tomoki Toda	2020-10-06
LSTMs Compose (and Learn) Bottom-Up Naomi Saphra • Adam Lopez	2020-10-06
On the Universality of the Double Descent Peak in Ridgeless Regression \| David Holzmüller	2020-10-05
Neurally Augmented ALISTA \| Freya Behrens • Jonathan Sauder • Peter Jung	2020-10-05
Gauravarora@HASOC-Dravidian-CodeMix-FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection Gaurav Arora	2020-10-05
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows Bo Lin • Bissan Ghaddar • Jatin Nathwani	2020-10-05
Improving AMR Parsing with Sequence-to-Sequence Pre-training \| Dongqin Xu • Junhui Li • Muhua Zhu • Min Zhang • Guodong Zhou # 1 AMR PARSING ON LDC2017T10	2020-10-05
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements Sandipan Banerjee • Ajjen Joshi • Prashant Mahajan • Sneha Bhattacharya • Survi Kyal • Taniya Mishra	2020-10-04
Analysis of three dimensional potential problems in non-homogeneous media with deep learning based collocation method Hongwei Guo • Xiaoying Zhuang • Xiaoyu Meng • Timon Rabczuk	2020-10-03
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis Chuheng Zhang • Yuanqi Li • Xi Chen • Yifei Jin • Pingzhong Tang • Jian Li	2020-10-03
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring \| An Nguyen • Srijeet Chatterjee • Sven Weinzierl • Leo Schwinn • Martin Matzner • Bjoern Eskofier	2020-10-02
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer Yufang Huang • Wentao Zhu • Deyi Xiong • Yiye Zhang • Changjian Hu • Feiyu Xu	2020-10-02
Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping Tanzeel Rehman • Dongdong Ma • Liangju Wang • Libo Zhang • Jian Jin	2020-10-01
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text Chihiro Shibata • Kei Uchiumi • Daichi Mochihashi	2020-10-01
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers \| Hanjie Chen • Yangfeng Ji	2020-10-01
Tabular GANs for uneven distribution \| Insaf Ashrapov	2020-10-01
Real-time Implementation of RMNv2 Classifier in NXP Bluebox 2.0 and NXP i.MX RT1060 Maneesh Ayi • Mohamed El-Sharkawy	2020-09-30
A Deep Learning Framework for COVID Outbreak Prediction Neeraj • Jimson Mathew • Ranjan Kumar Behera • Zenin Easa Panthakkalakath	2020-09-30
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion \| Che-Jui Chang	2020-09-30
Rain-Code Fusion : Code-to-code ConvLSTM Forecasting Spatiotemporal Precipitation Yasuno Takato • Ishii Akira • Amakata Masazumi	2020-09-30
Learning to Compress Videos without Computing Motion Meixu Chen • Todd Goodall • Anjul Patney • Alan C. Bovik	2020-09-29
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution \| Vihang P. Patil • Markus Hofmarcher • Marius-Constantin Dinu • Matthias Dorfer • Patrick M. Blies • Johannes Brandstetter • Jose A. Arjona-Medina • Sepp Hochreiter	2020-09-29
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator \| Ferdiant Joshua Muis • Ayu Purwarianti	2020-09-29
Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics Lerina Aversano • Mario Luca Bernardi • Marta Cimitile • Riccardo Pecori	2020-09-28
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese Huy Duc Huynh • Hang Thi-Thuy Do • Kiet Van Nguyen • Ngan Luu-Thuy Nguyen	2020-09-28
Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction Haoding Meng • Qingcheng Zeng • Xiaoyang Fang • Zhexin Liang	2020-09-28
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios \| Douglas De Rizzo Meneghetti • Thiago Pedro Donadon Homem • Jonas Henrique Renolfi de Oliveira • Isaac Jesus da Silva • Danilo Hernani Perico • Reinaldo Augusto da Costa Bianchi	2020-09-28
Conversational Semantic Parsing Armen Aghajanyan • Jean Maillard • Akshat Shrivastava • Keith Diedrick • Mike Haeger • Haoran Li • Yashar Mehdad • Ves Stoyanov • Anuj Kumar • Mike Lewis • Sonal Gupta	2020-09-28
Multi-timescale representation learning in LSTM Language Models Shivangi Mahto • Vy A. Vo • Javier S. Turek • Alexander G. Huth	2020-09-27
Metaphor Detection using Deep Contextualized Word Embeddings Shashwat Aggarwal • Ramesh Singh	2020-09-26
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries \| Yurio Windiatmoko • Ahmad Fathan Hidayatullah • Ridho Rahmadi	2020-09-25
Focus-Constrained Attention Mechanism for CVAE-based Response Generation \| Zhi Cui • Yan-ran Li • Jiayi Zhang • Jianwei Cui • Chen Wei • Bin Wang	2020-09-25
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems \| Zhaojiang Lin • Andrea Madotto • Genta Indra Winata • Pascale Fung	2020-09-25
Triple-GAN with Variable Fractional Order Gradient Descent Method and Mish Activation Function Cancan Yang • Zan Yang • Shan Liao • Zheming Hong • Wei Nai	2020-09-23
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks \| Ismail Alaoui Abdellaoui • Siamak Mehrkanoon	2020-09-23
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction Xiong Dan	2020-09-22
Detecting Acoustic Events Using Convolutional Macaron Net Teck Kai Chan • Cheng Siong Chin	2020-09-21
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution Zimeng Lyu • AbdElRahman ElSaid • Joshua Karns • Mohamed Mkaouer • Travis Desell	2020-09-21
Multitask Pointer Network for Multi-Representational Parsing \| Daniel Fernández-González • Carlos Gómez-Rodríguez	2020-09-21
Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text Aitor García-Pablos • Naiara Perez • Montse Cuadros and Elena Zotova	2020-09-20
Unsupervised Anomaly Detection on Temporal Multiway Data Duc Nguyen • Phuoc Nguyen • Kien Do • Santu Rana • Sunil Gupta • Truyen Tran	2020-09-20
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models Sidra Mehtab • Jaydip Sen • Abhishek Dutta	2020-09-20
A deep learning-based approach for the automated surface inspection of copper clad laminate images Xiaoqing Zheng • Jie Chen • Hongcheng Wang • Song Zheng • Yaguang Kong	2020-09-19
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation \| Fajri Koto • Ikhwan Koto	2020-09-19
Hyperspectral Image Classification Method Based on 2D–3D CNN and Multibranch Feature Fusion Zixian Ge • Guo Cao • Xuesong Li • Peng Fu	2020-09-18
Knowledge-based Radiation Treatment Planning: A Data-driven Method Survey Shadab Momin • Yabo Fu • Yang Lei • Justin Roper • Jeffrey D. Bradley • Walter J. Curran • Tian Liu • Xiaofeng Yang	2020-09-18
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning \| Yichi Zhang • Zhijian Ou • Huixin Wang • Junlan Feng # 1 END-TO-END DIALOGUE MODELLING ON MULTIWOZ 2.1	2020-09-17
Urban Traffic Flow Forecast Based on FastGCRNN Ya Zhang • Mingming Lu • Haifeng Li	2020-09-17
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks \| Alexander Geiger • Dongyu Liu • Sarah Alnegheimish • Alfredo Cuesta-Infante • Kalyan Veeramachaneni	2020-09-16
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq • Sangyup Lee • Simon S. Woo	2020-09-16
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP Hao Fei • Yafeng Ren • Donghong Ji	2020-09-16
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction \| Ranran Haoran Zhang • Qianying Liu • Aysa Xuemo Fan • Heng Ji • Daojian Zeng • Fei Cheng • Daisuke Kawahara • Sadao Kurohashi	2020-09-16
Graph-to-Sequence Neural Machine Translation Sufeng Duan • Hai Zhao • Rui Wang	2020-09-16
An analysis of deep neural networks for predicting trends in time series data Kouame Hermann Kouassi • Deshendran Moodley	2020-09-16
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet Victor Makarenkov • Lior Rokach	2020-09-15
Learning Functors using Gradient Descent Bruno Gavranović	2020-09-15
Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network Selahattin Serdar Helli • Çağkan Demirci • Onur Çoban • Andaç Hamamci	2020-09-14
Composing Answer from Multi-spans for Reading Comprehension \| Zhuosheng Zhang • Yiqing Zhang • Hai Zhao • Xi Zhou • Xiang Zhou	2020-09-14
Controllable neural text-to-speech synthesis using intuitive prosodic features Tuomo Raitio • Ramya Rasipuram • Dan Castellani	2020-09-14
Span-based Semantic Parsing for Compositional Generalization Jonathan Herzig • Jonathan Berant	2020-09-13
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training Xuyang Shen • Jo Plested • Yue Yao • Tom Gedeon	2020-09-13
Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine Ramos Janoah Hasudungan • Ayu Purwarianti	2020-09-12
Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication Haihua Chen • Huyen Nguyen	2020-09-12
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design \| Yuxuan Cai • Hongjia Li • Geng Yuan • Wei Niu • Yanyu Li • Xulong Tang • Bin Ren • Yanzhi Wang	2020-09-12
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach Shreeshiv Patel • Dvijesh Bhatt	2020-09-12
Visual-speech Synthesis of Exaggerated Corrective Feedback Yaohua Bu • Weijun Li • Tianyi Ma • Shengqi Chen • Jia Jia • Kun Li • Xiaobo Lu	2020-09-12
A Comparison of LSTM and BERT for Small Corpus Aysu Ezen-Can	2020-09-11
GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation Yiming Li • Da Sun Handason Tam • Siyue Xie • Xiaxin Liu • Qiu Fang Ying • Wing Cheong Lau • Dah Ming Chiu • Shou Zhi Chen	2020-09-11
Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN August Lidfelt • Daniel Isaksson • Ludwig Hedlund • Simon Åberg • Markus Borg • Erik Larsson	2020-09-11
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger Devin Hoesen • Ayu Purwarianti	2020-09-11
Activate or Not: Learning Customized Activation Ningning Ma • Xiangyu Zhang • Jian Sun	2020-09-10
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images Julian Alberto Palladino • Diego Fernandez Slezak • Enzo Ferrante	2020-09-10
Multi-modal embeddings using multi-task learning for emotion recognition Aparna Khare • Srinivas Parthasarathy • Shiva Sundaram	2020-09-10
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series Ahmed Ben Said • Abdelkarim Erradi • Hussein Aly • Abdelmonem Mohamed	2020-09-10
MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism \| Ke Zhang • Yukun Su • Xiwang Guo • Liang Qi • Zhenbing Zhao	2020-09-09
Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages Christopher Liu • Laura Dominé • Kevin Chavez • Richard Socher	2020-09-09
TanhSoft -- a family of activation functions combining Tanh and Softplus Koushik Biswas • Sandeep Kumar • Shilpak Banerjee • Ashish Kumar Pandey	2020-09-08
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People Maxime De Bois • Mounîm A. El Yacoubi • Mehdi Ammi	2020-09-08
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People Maxime De Bois • Mounîm A. El Yacoubi • Mehdi Ammi	2020-09-08
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function \| Devendra Singh Sachan • Manzil Zaheer • Ruslan Salakhutdinov # 3 TEXT CLASSIFICATION ON AG NEWS	2020-09-08
Neural Time-Dependent Partial Differential Equation Yihao Hu • Tong Zhao • Zhiliang Xu • Lizhen Lin	2020-09-08