Methods > General > Activation Functions

Sigmoid Activation


Sigmoid Activations are a type of activation function for neural networks:

$$f\left(x\right) = \frac{1}{\left(1+\exp\left(-x\right)\right)}$$

Some drawbacks of this activation that have been noted in the literature are: sharp damp gradients during backpropagation from deeper hidden layers to inputs, gradient saturation, and slow convergence.

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Shilun LinXinhui LiLi Lu
2021-01-30
Deep Reinforcement Learning-Based Product Recommender for Online Advertising
Milad Vaali EsfahaaniYanbo XuePeyman Setoodeh
2021-01-30
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models
Rutuja TawareShraddha VaratGaurav SalunkeChaitanya GawandeGeetanjali KaleRahul KhengareRaviraj Joshi
2021-01-30
Segmentation of skin lesions and their attributes using Generative Adversarial Networks
Cristian Lazo
2021-01-30
ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification
Pranali BoraTulika AwalgaonkarHimanshu PalveRaviraj JoshiPurvi Goel
2021-01-30
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
| Li YuanYunpeng ChenTao WangWeihao YuYujun ShiFrancis EH TayJiashi FengShuicheng Yan
2021-01-28
LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing, 2nd place solution for Riiid! Answer Correctness Prediction
Takashi OyaShigeo Morishima
2021-01-28
Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources
Kirill MilintsevichKairit Sirts
2021-01-28
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms
Salman SeyediLi XiongShamim NematiGari D. Clifford
2021-01-28
Deep learning via LSTM models for COVID-19 infection forecasting in India
Rohitash ChandraAyush JainDivyanshu Singh Chauhan
2021-01-28
Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention
| Haochen MeiWenhui LeiRan GuShan YeZhengwentai SunShichuan ZhangGuotai Wang
2021-01-27
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker
Yen-Ting LinYun-Nung Chen
2021-01-27
Fine-Grained Named Entity Typing over Distantly Supervised Data via Refinement in Hyperbolic Space
Muhammad Asif AliYifang SunBing LiWei Wang
2021-01-27
Bottleneck Transformers for Visual Recognition
Aravind SrinivasTsung-Yi LinNiki ParmarJonathon ShlensPieter AbbeelAshish Vaswani
2021-01-27
Deep Video Inpainting Detection
Peng ZhouNing YuZuxuan WuLarry S. DavisAbhinav ShrivastavaSer-Nam Lim
2021-01-26
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings
Katharina KannMauro M. Monsalve-Mercado
2021-01-26
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts
Katikapalli Subramanyam KalyanSivanesan Sangeetha
2021-01-25
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models
| Daniel de Vassimon ManelaDavid ErringtonThomas FisherBoris van BreugelPasquale Minervini
2021-01-24
cGANs for Cartoon to Real-life Images
Pranjal Singh RajputKanya SatisSonnya DellarosaWenxuan HuangObinna Agba
2021-01-24
Short-term daily precipitation forecasting with seasonally-integrated autoencoder
| Donlapark Ponnoprat
2021-01-23
BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets
Fouzi HarragMaria DebbahKareem DarwishAhmed Abdelali
2021-01-22
Expression Recognition Analysis in the Wild
Donato CafarelliFabio Valerio MassoliFabrizio FalchiClaudio GennaroGiuseppe Amato
2021-01-22
Artificial intelligence prediction of stock prices using social media
Kavyashree RanawatStefano Giani
2021-01-22
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution
Ying NieKai HanZhenhua LiuAn XiaoYiping DengChunjing XuYunhe Wang
2021-01-21
Distilling Large Language Models into Tiny and Effective Students using pQRNN
Prabhu KaliamoorthiAditya SiddhantEdward LiMelvin Johnson
2021-01-21
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
| huan zhangHongge ChenDuane BoningCho-Jui Hsieh
2021-01-21
Characterizing signal propagation to close the performance gap in unnormalized ResNets
Andrew BrockSoham DeSamuel L. Smith
2021-01-21
Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly
Tanveer GupteMrunmai NiljikarManish GawaliViraj KulkarniAmit KharatAniruddha Pant
2021-01-19
Classification of Pedagogical content using conventional machine learning and deep learning model
Vedat ApukKrenare Pireva Nuçi
2021-01-18
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition
Zachary WhartonArdhendu BeheraYonghuai LiuNik Bessis
2021-01-17
Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory $(1)$
Ki Hong ShinJae Won JungSung Kyu SeoCheol Hwan YouDong In LeeJisun LeeKi Ho ChangWoon Seon JungKyungsik Kim
2021-01-16
Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation
Khrystyna FarynaKevin KoschmiederMarcella M. PaulThomas van den HeuvelAnke van der EerdenRashindra ManniesingBram van Ginneken
2021-01-16
A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS
Sajila D. WickramaratneMD Shaad Mahmud
2021-01-14
Ensemble of LSTMs and feature selection for human action prediction
Tomislav PetkovićLuka PetrovićIvan MarkovićIvan Petrović
2021-01-14
Whispered and Lombard Neural Speech Synthesis
Qiong HuTobias BleischPetko PetkovTuomo RaitioErik MarchiVarun Lakshminarasimhan
2021-01-13
F3SNet: A Four-Step Strategy for QIM Steganalysis of Compressed Speech Based on Hierarchical Attention Network
Chuanpeng GuoWei YangLiusheng Huang
2021-01-13
LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT
| Mohammed AzhanMohammad Ahmad
2021-01-13
Experimental Evaluation of Deep Learning models for Marathi Text Classification
Atharva KulkarniMeet MandhaneManali LikhitkarGayatri KshirsagarJayashree JagdaleRaviraj Joshi
2021-01-13
A Recurrent Neural Network Approach to Roll Estimation for Needle Steering
Maxwell EmersonJames M. FergusonTayfun Efe ErtopMargaret RoxJosephine GrannaMichael LesterFabien MaldonadoErin A. GillaspieRon AlterovitzRobert J. Webster III.Alan Kuntz
2021-01-13
MC-LSTM: Mass-Conserving LSTM
Pieter-Jan HoedtFrederik KratzertDaniel KlotzChristina HalmichMarkus HolzleitnerGrey NearingSepp HochreiterGünter Klambauer
2021-01-13
Neural Contract Element Extraction Revisited
Ilias ChalkidisManos FergadiotisProdromos MalakasiotisIon Androutsopoulos
2021-01-12
Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks
Thulitha SenevirathnaBathiya ThennakoonTharindu SankalpaChatura SeneviratneSamad AliNandana Rajatheva
2021-01-12
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges
Wenyu OuyangKathryn LawsonDapeng FengLei YeChi ZhangChaopeng Shen
2021-01-12
UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion
Yongsheng ZangDongming ZhouChangcheng WangRencan NieYanbu Guo
2021-01-12
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text
Ramchandra JoshiRushabh KarnavatKaustubh JirapureRaviraj Joshi
2021-01-11
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer
Po-Ting LaiZhiyong Lu
2021-01-11
RepVGG: Making VGG-style ConvNets Great Again
| Xiaohan DingXiangyu ZhangNingning MaJungong HanGuiguang DingJian Sun
2021-01-11
Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach
Baichuan MoZhan ZhaoHaris N. KoutsopoulosJinhua Zhao
2021-01-11
Learning Better Sentence Representation with Syntax Information
Chen Yang
2021-01-09
Exploring Adversarial Fake Images on Face Manifold
Dongze LiWei WangHongxing FanJing Dong
2021-01-09
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media
Omar SharifEftekhar HossainMohammed Moshiul Hoque
2021-01-09
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems
| Ke MaDongxuan HeHancun SunZhaocheng WangSheng Chen
2021-01-08
Machine learning approach for quantum non-Markovian noise classification
| Stefano MartinaStefano GherardiniFilippo Caruso
2021-01-08
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm
Rosanna Dietrich-SussnerAmirabbas DavariThorsten SeehausMatthias BraunVincent ChristleinAndreas MaierChristian Riess
2021-01-08
NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection
Liang XuLiying ZhengWeijun LiZhenbo ChenWeishun SongYue DengYongzhe ChangJing XiaoBo Yuan
2021-01-08
Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks
Racine LyFousseini TraoreKhadim Dia
2021-01-08
VHS to HDTV Video Translation using Multi-task Adversarial Learning
Hongming LuoGuangsen LiaoXianxu HouBozhi LiuFei ZhouGuoping Qiu
2021-01-07
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination
Jian DaiShuge LeiLicong DongXiaona LinHuabin ZhangDesheng SunKehong Yuan
2021-01-07
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification
Seyed Abolfazl GhasemzadehErfan Bank TavakoliMehdi KamalAli Afzali-KushaMassoud Pedram
2021-01-07
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
Maryam MotamediNa LiDouglas G. DownNancy M. Heddle
2021-01-06
The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases
Francesca TangYang FengHamza ChihebJianqing Fan
2021-01-06
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils
Pin ZhangZhen-Yu YinYin-Fu Jin
2021-01-05
Contextual colorization and denoising for low-light ultra high resolution sequences
N. AnantrasirichaiDavid Bull
2021-01-05
Adversarially trained LSTMs on reduced order models of urban air pollution simulations
César Quilodrán-CasasRossella ArcucciChristopher PainYike Guo
2021-01-05
Pretraining boosts out-of-domain robustness for pose estimation
| Alexander MathisThomas BiasiSteffen SchneiderMert YuksekgonulByron RogersMatthias BethgeMackenzie W. Mathis
2021-01-05
Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks
Zhong YangYuanwei LiuYue ChenJoey Tianyi Zhou
2021-01-04
Are Eliminated Spans Useless for Coreference Resolution? Not at all
Xin TanLongyin ZhangGuodong 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 ZhouTao GeKe XuFuru Wei
2021-01-02
Video Captioning in Compressed Video
Mingjian ZhuChenrui DuanChangbin Yu
2021-01-02
Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns
| Yassien ShaalanXiuzhen ZhangJeffrey ChanMahsa Salehi
2021-01-02
P-Swish: Activation Function with Learnable Parameters Based on Swish Activation Function in Deep Learning
Marina Adriana MercioniStefan Holban
2021-01-01
Interpretable Models for Granger Causality Using Self-explaining Neural Networks
Anonymous
2021-01-01
Intent Classification and Slot Filling for Privacy Policies
| Wasi Uddin AhmadJianfeng ChiTu LeThomas NortonYuan TianKai-Wei Chang
2021-01-01
Semantic Parsing with Less Prior and More Monolingual Data
Sajad NorouziYanshuai Cao
2021-01-01
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
Anonymous
2021-01-01
Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering
Anonymous
2021-01-01
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
Anonymous
2021-01-01
Post-Training Weighted Quantization of Neural Networks for Language Models
Anonymous
2021-01-01
NAHAS: Neural Architecture and Hardware Accelerator Search
Anonymous
2021-01-01
Non-Attentive Tacotron: Robust and controllable neural TTS synthesis including unsupervised duration modeling
Anonymous
2021-01-01
Making Coherence Out of Nothing At All: Measuring Evolution of Gradient Alignment
Anonymous
2021-01-01
Generative Adversarial Neural Architecture Search with Importance Sampling
Anonymous
2021-01-01
Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning
Anonymous
2021-01-01
NOSE Augment: Fast and Effective Data Augmentation Without Searching
Anonymous
2021-01-01
BasisNet: Two-stage Model Synthesis for Efficient Inference
Anonymous
2021-01-01
ImCLR: Implicit Contrastive Learning for Image Classification
Anonymous
2021-01-01
Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech
Anonymous
2021-01-01
Boosting Certified Robustness of Deep Networks via a Compositional Architecture
Anonymous
2021-01-01
Parameterization of Hypercomplex Multiplications
Anonymous
2021-01-01
Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation
Anonymous
2021-01-01
Neurally Augmented ALISTA
Anonymous
2021-01-01
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
Anonymous
2021-01-01
Learning One-hidden-layer Neural Networks on Gaussian Mixture Models with Guaranteed Generalizability
Anonymous
2021-01-01
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments
Anonymous
2021-01-01
Feedforward Legendre Memory Unit
Anonymous
2021-01-01
On the Benefits of Early Fusion in Multimodal Representation Learning
Anonymous
2021-01-01
Sparta: Spatially Attentive and Adversarially Robust Activations
Anonymous
2021-01-01
MC-LSTM: Mass-conserving LSTM
Anonymous
2021-01-01
More Side Information, Better Pruning: Shared-Label Classification as a Case Study
Anonymous
2021-01-01
Automatic Music Production Using Generative Adversarial Networks
Anonymous
2021-01-01
WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification
Anonymous
2021-01-01
Learning Associative Inference Using Fast Weight Memory
Anonymous
2021-01-01
Mapping the Timescale Organization of Neural Language Models
Anonymous
2021-01-01
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
Anonymous
2021-01-01
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
Kushal LakhotiaBhargavi ParanjapeAsish GhoshalWen-tau YihYashar MehdadSrinivasan Iyer
2020-12-31
Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate
Zahra RoozbahaniJalal RezaeenourRoshan ShahrooeiHanif Emamgholizadeh
2020-12-29
How to Train Your Differentiable Filter
Alina KlossGeorg MartiusJeannette Bohg
2020-12-28
Neural document expansion for ad-hoc information retrieval
Cheng TangAndrew Arnold
2020-12-27
Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS
Mohit SewakSanjay K. SahayHemant Rathore
2020-12-26
Predicting Organizational Cybersecurity Risk: A Deep Learning Approach
Benjamin M. Ampel
2020-12-26
Sparse Adversarial Attack to Object Detection
| Jiayu Bao
2020-12-26
LSTM-Aided Hybrid Random Access Scheme for 6G MTC Networks
Huimei HanZan LiWenchao ZhaiJun ZhaoWeidang LuLiPing Qian
2020-12-25
Pain Assessment based on fNIRS using Bidirectional LSTMs
Raul Fernandez RojasJulio RomeroJehu Lopez-AparicioKeng-Liang Ou
2020-12-24
Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks
Yimin LinJianfeng HuangShiguo Lian
2020-12-24
Diabetic Retinopathy Grading System Based on Transfer Learning
Eman AbdelMaksoudSherif BarakatMohammed Elmogy
2020-12-23
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation
Guodong ZengTill D. LerchFlorian SchmaranzerGuoyan ZhengJuergen BurgerKate GerberMoritz TannastKlaus SiebenrockNicolas Gerber
2020-12-23
Improved Biomedical Word Embeddings in the Transformer Era
Jiho NohRamakanth Kavuluru
2020-12-22
FcaNet: Frequency Channel Attention Networks
Zequn QinPengyi ZhangFei WuXi Li
2020-12-22
Compressing LSTM Networks by Matrix Product Operators
Ze-Feng GaoXingwei SunLan GaoJunfeng LiZhong-Yi Lu
2020-12-22
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020
Ramchandra JoshiRushabh KarnavatKaustubh JirapureRaviraj Joshi
2020-12-22
BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction
Sein Minn
2020-12-22
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT
Aksh GargSana SalehiMarianna La RoccaRachael GarnerDominique Duncan
2020-12-22
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network
Omar SharifEftekhar HossainMohammed Moshiul Hoque
2020-12-21
DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement
Huixiang HuangRenjie WuJingbiao HuangJucai LinJun Yin
2020-12-19
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations
| Adel AhmadyanLiangkai ZhangJianing WeiArtsiom AblavatskiMatthias Grundmann
2020-12-18
ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on
Gaurav KuppaAndrew JongVera LiuZiwei LiuTeng Moh
2020-12-18
Parallel WaveNet conditioned on VAE latent vectors
Jonas RohnkeTom MerrittJaime Lorenzo-TruebaAdam GabrysVatsal AggarwalAlexis MoinetRoberto Barra-Chicote
2020-12-17
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery
Saba DadsetanGisele RoseNaira HovakimyanJennifer Hobbs
2020-12-17
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions
Anh TruongAustin WaltersJeremy Goodsitt
2020-12-17
Efficient CNN-LSTM based Image Captioning using Neural Network Compression
Harshit RampalAman Mohanty
2020-12-17
Visually Grounding Instruction for History-Dependent Manipulation
Hyemin AhnObin KwonKyoungdo KimDongheui LeeSonghwai Oh
2020-12-16
StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke Encoding
Jinshan ZengQi ChenYunxin LiuMingwen WangYuan YAO
2020-12-16
LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management
Juye KimJán Drgoňa
2020-12-15
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
Seanie LeeDong Bok LeeSung Ju Hwang
2020-12-14
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation
Xiaoyang LyuLiang LiuMengmeng WangXin KongLina LiuYong liuXinxin ChenYi Yuan
2020-12-14
Accurate Cell Segmentation in Digital Pathology Images via Attention Enforced Networks
Muyi SunZeyi YaoGuanhong Zhang
2020-12-14
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
Golnaz GhiasiYin CuiAravind SrinivasRui QianTsung-Yi LinEkin D. CubukQuoc V. LeBarret Zoph
2020-12-13
SPARTA: Speaker Profiling for ARabic TAlk
Wael FarhanMuhy Eddin Za'terQusai Abu ObaidahHisham al BatainehZyad SoberHussein T. Al-Natsheh
2020-12-13
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery
Snehasish MukherjeePhaniram SayapaneniShankar Subramanya
2020-12-13
SenSeNet: Neural Keyphrase Generation with Document Structure
Yichao LuoZhengyan LiBingning WangXiaoyu XingQi ZhangXuanjing Huang
2020-12-12
Mapping the Timescale Organization of Neural Language Models
Hsiang-Yun Sherry ChienJinhan ZhangChristopher. J. Honey
2020-12-12
Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics
John BurgeMatthew BonanniMatthias IhmeLily Hu
2020-12-11
A Multi-task Joint Framework for Real-time Person Search
Ye LiKangning YinJie LiangChunyu WangGuangqiang Yin
2020-12-11
Morphology Matters: A Multilingual Language Modeling Analysis
| Hyunji Hayley ParkKatherine J. ZhangColeman HaleyKenneth SteimelHan LiuLane Schwartz
2020-12-11
Option Tracing: Beyond Binary Knowledge Tracing
| Aritra GhoshAndrew S. Lan
2020-12-11
Super-resolution Guided Pore Detection for Fingerprint Recognition
Syeda Nyma FerdousAli DaboueiJeremy DawsonNasser M Nasrabadi
2020-12-10
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification
Haozhen ZhangWei ZhaoShuang Liu
2020-12-10
exploRNN: Understanding Recurrent Neural Networks through Visual Exploration
Alex BäuerleRaphael StörkTimo Ropinski
2020-12-09
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network
| Denis CoquenetClément ChatelainThierry Paquet
2020-12-09
Lipschitz Regularized CycleGAN for Improving Semantic Robustness in Unpaired Image-to-image Translation
Zhiwei JiaBodi YuanKangkang WangHong WuDavid CliffordZhiqiang YuanHao Su
2020-12-09
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo GuoHualei ZhuZeqi LinBei ChenJian-Guang LouDongmei Zhang
2020-12-08
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
Bashar AlhnaityStefanos KolliasGeorgios LeontidisShouyong JiangBert SchampSimon Pearson
2020-12-07
Using previous acoustic context to improve Text-to-Speech synthesis
Pilar Oplustil-GallegosSimon King
2020-12-07
Learning Graph Neural Networks with Approximate Gradient Descent
Qunwei LiShaofeng ZouWenliang Zhong
2020-12-07
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN
Gyutaek OhHyokyoung BaeHyun-Seo AhnSung-Hong ParkJong Chul Ye
2020-12-07
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis
Nabil IbtehazS. M. Shakhawat Hossain SouravMd. Shamsuzzoha BayzidM. Sohel Rahman
2020-12-06
AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements
| Mohit RaghavendraPravan OmprakashB R MukeshSowmya Kamath
2020-12-04
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
| Nando MetzgerMehmet Ozgur TurkogluStefano D'AroncoJan Dirk WegnerKonrad Schindler
2020-12-04
A Benchmark Dataset for Understandable Medical Language Translation
Junyu LuoZifei ZhengHanzhong YeMuchao YeYaqing WangQuanzeng YouCao XiaoFenglong Ma
2020-12-04
On the Surprising Efficiency of Committee-based Models
Xiaofang WangDan KondratyukEric ChristiansenKris M. KitaniYair Movshovitz-AttiasElad Eban
2020-12-03
Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh
Md. Saif Hassan OnimMuhaiminul Islam AkashMahmudul HaqueRaiyan Ibne Hafiz
2020-12-03
Evolving Character-level Convolutional Neural Networks for Text Classification
Trevor LondtXiaoying GaoBing XuePeter Andreae
2020-12-03
A journey in ESN and LSTM visualisations on a language task
Alexandre VariengienXavier Hinaut
2020-12-03
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling
Jing SuQingyun DaiFrank GuerinMian Zhou
2020-12-03
DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion
| Arda DüzçekerSilvano GallianiChristoph VogelPablo SpecialeMihai DusmanuMarc Pollefeys
2020-12-03
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach
| Prithwiraj BhattacharjeeAvi MallickMd Saiful IslamMarium-E-Jannat
2020-12-03
SOC Estimation of Li-ion Batteries with Learning Rate-Optimized Deep Fully Convolutional Network
M. A. HannanD. N. T. HowM. S. Hossain LipuPin Jern KerZ. Y. DongM. MansurFrede Blaabjerg
2020-12-02
Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement
Felix GrezesZhaoheng NiViet Anh TrinhMichael Mandel
2020-12-02
Physics Guided Machine Learning Methods for Hydrology
Ankush KhandelwalShaoming XuXiang LiXiaowei JiaMichael StienbachChristopher DuffyJohn NieberVipin Kumar
2020-12-02
Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks
Zhaoheng NiFelix GrezesViet Anh TrinhMichael I. Mandel
2020-12-02
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
Madhur PanwarShashank ShailabhMilan AggarwalBalaji Krishnamurthy
2020-12-02
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings
Madhurananda PaharMarisa KlopperRobin WarrenThomas Niesler
2020-12-02
Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks
Felix GrezesZhaoheng NiViet Anh TrinhMichael Mandel
2020-12-02
Learning Universal Shape Dictionary for Realtime Instance Segmentation
Tutian TangWenqiang XuRuolin YeLixin YangCewu Lu
2020-12-02
Comparison of Attention-based Deep Learning Models for EEG Classification
Giulia CisottoAlessio ZangaJoanna ChlebusItalo ZoppisSara ManzoniUrszula Markowska-Kaczmar
2020-12-02
Generating Descriptions for Sequential Images with Local-Object Attention and Global Semantic Context Modelling
Jing SuChenghua LinMian ZhouQingyun DaiHaoyu Lv
2020-12-02
Arabisc: Context-Sensitive Neural Spelling Checker
| Yasmin MoslemRejwanul HaqueAndy Way
2020-12-01
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection
Takayuki OsakabeMiki TanakaYuma KinoshitaHitoshi Kiya
2020-12-01
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification
Sedrick Scott Keh
2020-12-01
Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets
Kai HanYunhe WangQiulin ZhangWei zhangChunjing XuTong Zhang
2020-12-01
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech
Shailee JainVy VoShivangi MahtoAmanda LeBelJavier S. TurekAlexander Huth
2020-12-01
Training Linear Finite-State Machines
Arash ArdakaniAmir ArdakaniWarren Gross
2020-12-01
Deep Implicit Templates for 3D Shape Representation
Zerong ZhengTao YuQionghai DaiYebin Liu
2020-11-30
Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors
Ryoya KatafuchiTerumasa Tokunaga
2020-11-29
Fully Quantized Image Super-Resolution Networks
Hu WangPeng ChenBohan ZhuangChunhua Shen
2020-11-29
Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency
Chongzhen ZhangYang TangChaoqiang ZhaoQiyu SunZhencheng YeJürgen Kurths
2020-11-29
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information
Girisha SUjjwal VermaManohara Pai M MRadhika Pai
2020-11-29
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis
Quan Huu CapHitoshi IyatomiAtsushi Fukuda
2020-11-28
Joint Extraction of Entity and Relation with Information Redundancy Elimination
Yuanhao ShenJungang Han
2020-11-27
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game
Lei HanJiechao XiongPeng SunXinghai SunMeng FangQingwei GuoQiaobo ChenTengfei ShiHongsheng YuZhengyou Zhang
2020-11-27
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography
Sibo QiaoShanchen PangGang LuoSilin PanXun WangMin WangXue ZhaiTaotao Chen
2020-11-26
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images
Qing ZhuShengzhi HuangHan HuHaifeng LiMin ChenRuofei Zhong
2020-11-26
Three-dimensional Segmentation of the Scoliotic Spine from MRI using Unsupervised Volume-based MR-CT Synthesis
Enamundram M. V. Naga KarthikCatherine LaporteFarida Cheriet
2020-11-25
FBWave: Efficient and Scalable Neural Vocoders for Streaming Text-To-Speech on the Edge
Bichen WuQing HePeizhao ZhangThilo KoehlerKurt KeutzerPeter Vajda
2020-11-25
ImCLR: Implicit Contrastive Learning for Image Classification
John ChenSamarth SinhaAnastasios Kyrillidis
2020-11-25
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation
Sicheng ZhaoXuanbai ChenXiangyu YueChuang LinPengfei XuRavi KrishnaJufeng YangGuiguang DingAlberto L. Sangiovanni-VincentelliKurt Keutzer
2020-11-25
ImageNet Pretrained CNNs for JPEG Steganalysis
Yassine YousfiJan ButoraEugene KhvedchenyaJessica Fridrich
2020-11-24
A Non-linear Function-on-Function Model for Regression with Time Series Data
Qiyao WangHaiYan WangChetan GuptaAniruddha Rajendra RaoHamed Khorasgani
2020-11-24
Enhancing deep neural networks with morphological information
Matej KlemenLuka KrsnikMarko Robnik-Šikonja
2020-11-24
MicroNet: Towards Image Recognition with Extremely Low FLOPs
Yunsheng LiYinpeng ChenXiyang DaiDongdong ChenMengchen LiuLu YuanZicheng LiuLei ZhangNuno Vasconcelos
2020-11-24
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare
Loris NanniAlessandra LuminiStefano GhidoniGianluca Maguolo
2020-11-24
Sarcasm detection from user-generated noisy short text
Prakamya Mishra
2020-11-23
KeepAugment: A Simple Information-Preserving Data Augmentation Approach
Chengyue GongDilin WangMeng LiVikas ChandraQiang Liu
2020-11-23
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text
Ramchandra JoshiRaviraj Joshi
2020-11-23
Efficient embedding network for 3D brain tumor segmentation
Hicham MessaoudiAhror BelaidMohamed Lamine AllaouiAhcene ZetoutMohand Said AlliliSouhil TlibaDouraied Ben SalemPierre-Henri Conze
2020-11-22
FP-NAS: Fast Probabilistic Neural Architecture Search
Zhicheng YanXiaoliang DaiPeizhao ZhangYuandong TianBichen WuMatt Feiszli
2020-11-22
DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences
| Mengmeng KuangYong liuLufei Gao
2020-11-21
A Better and Faster End-to-End Model for Streaming ASR
Bo LiAnmol GulatiJiahui YuTara N. SainathChung-Cheng ChiuArun NarayananShuo-Yiin ChangRuoming PangYanzhang HeJames QinWei HanQiao LiangYu ZhangTrevor StrohmanYonghui Wu
2020-11-21
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder
Ravi KamblePranab SamantaNitin Singhal
2020-11-20
MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices
Yekai Wang
2020-11-20
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
Zhouyong LiuShun LuoWubin LiJingben LuYufan WuChunGuo LiLuxi Yang
2020-11-20
Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility
Konstantinos KousiasApostolos PappasOzgu AlayAntonios ArgyriouMichael Riegler
2020-11-20
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval
Eunju ChaChanseok LeeMooseok JangJong Chul Ye
2020-11-20
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews
Eftekhar HossainOmar SharifMohammed Moshiul HoqueIqbal H. Sarker
2020-11-19
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution
Jiang HeJie LiQiangqiang YuanHuanfeng ShenLiangpei Zhang
2020-11-19
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
| Dilin WangMeng LiChengyue GongVikas Chandra
2020-11-18
An Efficient and Scalable Deep Learning Approach for Road Damage Detection
| Sadra Naddaf-shM-Mahdi Naddaf-ShAmir R. KashaniHassan Zargarzadeh
2020-11-18
Layer-Wise Data-Free CNN Compression
Maxwell HortonYanzi JinAli FarhadiMohammad Rastegari
2020-11-18
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification
Daniel PalominoJose Ochoa-Luna
2020-11-18
Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis
Nazar KhanArbish AkramArif MahmoodSania AshrafKashif Murtaza
2020-11-18
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images
Aparna YegnaramanS. Valli
2020-11-17
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
| Thomas DefardAleksandr SetkovAngelique LoeschRomaric Audigier
2020-11-17
Multigrid-in-Channels Neural Network Architectures
Moshe EliasofJonathan EphrathLars RuthottoEran Treister
2020-11-17
Learning Efficient GANs via Differentiable Masks and co-Attention Distillation
Shaojie LiMingbao LinYan WangMingliang XuFeiyue HuangYongjian WuLing ShaoRongrong Ji
2020-11-17
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
P Aditya SreekarUjjwal TiwariAnoop Namboodiri
2020-11-17
It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities
Eyal ArvivSimo HanounaOren Tsur
2020-11-16
Modular Multi Target Tracking Using LSTM Networks
Rishabh VermaR RajeshMS Easwaran
2020-11-16
A Two-Phase Approach for Abstractive Podcast Summarization
Chujie ZhengKunpeng ZhangHarry Jiannan WangLing Fan
2020-11-16
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder
Ziqi KeHaris Vikalo
2020-11-16
Scaled-YOLOv4: Scaling Cross Stage Partial Network
| Chien-Yao WangAlexey BochkovskiyHong-Yuan Mark Liao
2020-11-16
Learning Associative Inference Using Fast Weight Memory
Imanol SchlagTsendsuren MunkhdalaiJürgen Schmidhuber
2020-11-16
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning
Debesh JhaSharib AliHåvard D. JohansenDag D. JohansenJens RittscherMichael A. RieglerPål Halvorsen
2020-11-15
On the Benefits of Early Fusion in Multimodal Representation Learning
George BarnumSabera TalukderYisong Yue
2020-11-14
Sentiment Analysis for Sinhala Language using Deep Learning Techniques
Lahiru SenevirathnePiyumal DemotteBinod KarunanayakeUdyogi MunasingheSurangika Ranathunga
2020-11-14
Transductive Zero-Shot Learning using Cross-Modal CycleGAN
Patrick BordesEloi ZablockiBenjamin PiwowarskiPatrick Gallinari
2020-11-13
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement
Hamed HematiDamian Borth
2020-11-12
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing
Zhenzhi WuHehui ZhangYihan LinGuoqi LiMeng WangYe Tang
2020-11-12
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM
Jiacheng WangWeiheng Li
2020-11-12
E-commerce Query-based Generation based on User Review
Yiren LiuKuan-Ying Lee
2020-11-11
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis
Erica CooperXin WangYi ZhaoYusuke YasudaJunichi Yamagishi
2020-11-10
DoLFIn: Distributions over Latent Features for Interpretability
| Phong LeWillem Zuidema
2020-11-10
EPSR: Edge Profile Super resolution
Jiun LeeJoongkyu Kim
2020-11-09
Real-time object detection method based on improved YOLOv4-tiny
Zicong JiangLiquan ZhaoShuaiyang LiYanfei Jia
2020-11-09
Comparison between ARIMA and Deep Learning Models for Temperature Forecasting
Eranga De SaaLochandaka Ranathunga
2020-11-09
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks
Natalia VanetikMarina LitvakSergey ShevchukLior Reznik
2020-11-09
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks
Alex MathaiShreya KhareSrikanth TamilselvamSenthil Mani
2020-11-08
Predictive Analysis of Diabetic Retinopathy with Transfer Learning
Shreyas Rajesh LabhsetwarRaj Sunil SalviPiyush Arvind KolteVeerasai Subramaniam VenkateshAlistair Michael Baretto
2020-11-08
Drafting in Collectible Card Games via Reinforcement Learning
| Ronaldo VieiraAnderson Rocha TavaresLuiz Chaimowicz
2020-11-07
A Reinforcement Learning Approach to the Orienteering Problem with Time Windows
| Ricardo GamaHugo L. Fernandes
2020-11-07
Deep Learning for Flight Demand and Delays Forecasting
Liya WangAmy MykityshynCraig JohnsonBenjamin D. Marple
2020-11-06
Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs
| Emma RocheteauDoyoon Kim
2020-11-06
Wave-Tacotron: Spectrogram-free end-to-end text-to-speech synthesis
Ron J. WeissRJ Skerry-RyanEric BattenbergSoroosh MariooryadDiederik P. Kingma
2020-11-06
Parametric Flatten-T Swish: An Adaptive Non-linear Activation Function For Deep Learning
Hock Hung ChiengNoorhaniza WahidPauline Ong
2020-11-06
Alignment Restricted Streaming Recurrent Neural Network Transducer
Jay MahadeokarYuan ShangguanDuc LeGil KerenHang SuThong LeChing-Feng YehChristian FuegenMichael L. Seltzer
2020-11-05
The Forchheim Image Database for Camera Identification in the Wild
Benjamin HadwigerChristian Riess
2020-11-04
Sound Natural: Content Rephrasing in Dialog Systems
Arash EinolghozatiAnchit GuptaKeith DiedrickSonal Gupta
2020-11-03
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery
Yong-Hao LongJie-Ying WuBo LuYue-Ming JinMathias UnberathYun-hui LiuPheng-Ann HengQi Dou
2020-11-03
Joint Entity and Relation Extraction with Set Prediction Networks
Dianbo SuiYubo ChenKang LiuJun ZhaoXiangrong ZengShengping Liu
2020-11-03
CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation
Saumya KumaarYe LyuFrancesco NexMichael Ying Yang
2020-11-02
Using a Bi-directional LSTM Model with Attention Mechanism trained on MIDI Data for Generating Unique Music
Ashish RanjanVarun Nagesh Jolly BeheraMotahar Reza
2020-11-02
Time Series Forecasting with Stacked Long Short-Term Memory Networks
Frank Xiao
2020-11-02
QMUL-SDS at SardiStance2020: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs
Rabab AlkhalifaArkaitz Zubiaga
2020-11-02
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization
| Badr AlKhamissiMuhammad N. ElNokrashyMohamed Gabr
2020-11-01
Pseudo Random Number Generation through Reinforcement Learning and Recurrent Neural Networks
| Luca PasqualiniMaurizio Parton
2020-10-31
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor
Yudianto SujanaJiawen LiHung-Yu Kao
2020-10-31
Bubblenet: A Disperse Recurrent Structure To Recognize Activities
Igor L. O. BastosVictor H. C. MeloWilliam R. Schwartz
2020-10-30
83% ImageNet Accuracy in One Hour
Arissa WongpanichHieu PhamJames DemmelMingxing TanQuoc LeYang YouSameer Kumar
2020-10-30
Exploring Dynamic Context for Multi-path Trajectory Prediction
| Hao ChengWentong LiaoXuejiao TangMichael Ying YangMonika SesterBodo Rosenhahn
2020-10-30
Seq2Mol: Automatic design of de novo molecules conditioned by the target protein sequences through deep neural networks
Ahmadreza GhanbarpourMarkus A. Lill
2020-10-29
Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model
Mana IhoriRyo MasumuraNaoki MakishimaTomohiro TanakaAkihiko TakashimaShota Orihashi
2020-10-29
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
Houwen PengHao DuHongyuan YuQi LiJing LiaoJianlong Fu
2020-10-29
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification
Zhuangzhi ChenHui CuiJingyang XiangKunfeng QiuLiang HuangShilian ZhengShichuan ChenQi XuanXiaoniu Yang
2020-10-28
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation
Yuanhao Zhuo
2020-10-28
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
Kai HanYunhe WangQiulin ZhangWei zhangChunjing XuTong Zhang
2020-10-28
Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications
Yongqiang WangYangyang ShiFrank ZhangChunyang WuJulian ChanChing-Feng YehAlex Xiao
2020-10-27
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging
Kasturi BhattacharjeeMiguel BallesterosRishita AnubhaiSmaranda MuresanJie MaFaisal LadhakYaser Al-Onaizan
2020-10-27
Acoustic echo cancellation with the dual-signal transformation LSTM network
| Nils L. WesthausenBernd T. Meyer
2020-10-27
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging
Hojjat SalehinejadEdward HoHui-Ming LinPriscila CrivellaroOleksandra SamorodovaMonica Tafur ArciniegasZamir MeraliSuradech SuthiphosuwanAditya BharathaKristen YeomMuhammad MamdaniJefferson WilsonErrol Colak
2020-10-26
Video-based Facial Expression Recognition using Graph Convolutional Networks
Daizong LiuHongting ZhangPan Zhou
2020-10-26
T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting
Denghui ZhangYanchi LiuWei ChengBo ZongJingchao NiZhengzhang ChenHaifeng ChenHui Xiong
2020-10-26
Reading Between the Lines: Exploring Infilling in Visual Narratives
Khyathi Raghavi ChanduRuo-Ping DongAlan Black
2020-10-26
Transgender Community Sentiment Analysis from Social Media Data: A Natural Language Processing Approach
Mengzhe LiYudan WangYing ZhaoZhixiang Li
2020-10-25
Approximating Aggregated SQL Queries With LSTM Networks
Nir RegevLior RokachAsaf Shabtai
2020-10-25
Hierarchical Transformer for Task Oriented Dialog Systems
Bishal SantraPotnuru AnushaPawan Goyal
2020-10-24
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference
Haoyu ZhangDingkun LongGuangwei XuPengjun XieFei HuangJi Wang
2020-10-24
Recurrent Neural Based Electricity Load Forecasting of G-20 Members
Jaymin SuhagiyaDeep RavalSiddhi Vinayak PandeyJeet PatelAyushi GuptaAkshay Srivastava
2020-10-24
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary
| Stefan GrünewaldAnnemarie FriedrichJonas Kuhn
2020-10-23
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
| Moussa Kamal EddineAntoine J. -P. TixierMichalis Vazirgiannis
2020-10-23
Attention-Guided Network for Iris Presentation Attack Detection
Cunjian ChenArun Ross
2020-10-23
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations
Wen-Chin HuangYi-Chiao WuTomoki HayashiTomoki Toda
2020-10-23
Stock Price Prediction Using CNN and LSTM-Based Deep Learning Models
Sidra MehtabJaydip Sen
2020-10-22
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks
Mohammad Mahmudur Rahman KhanMd. Abu Bakr SiddiqueShadman SakibAnas AzizIhtyaz Kader TasawarZiad Hossain
2020-10-22
Learnability and Complexity of Quantum Samples
| Murphy Yuezhen NiuAndrew M. DaiLi LiAugustus OdenaZhengli ZhaoVadim SmelyanskyiHartmut NevenSergio Boixo
2020-10-22
Efficient Scale-Permuted Backbone with Learned Resource Distribution
Xianzhi DuTsung-Yi LinPengchong JinYin CuiMingxing TanQuoc LeXiaodan Song
2020-10-22
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset
Xie ChenYu WuZhenghao WangShujie LiuJinyu Li
2020-10-22
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network
Vikas BajpaiAnukriti BansalKshitiz VermaSanjay Agarwal
2020-10-22
slimIPL: Language-Model-Free Iterative Pseudo-Labeling
Tatiana LikhomanenkoQiantong XuJacob KahnGabriel SynnaeveRonan Collobert
2020-10-22
Learning Speaker Embedding from Text-to-Speech
| Jaejin ChoPiotr ZelaskoJesus VillalbaShinji WatanabeNajim Dehak
2020-10-21
Grapheme or phoneme? An Analysis of Tacotron's Embedded Representations
Antoine PerquinErica CooperJunichi Yamagishi
2020-10-21
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis
Vishal MandalAbdul Rashid MussahYaw Adu-Gyamfi
2020-10-21
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang ShiYongqiang WangChunyang WuChing-Feng YehJulian ChanFrank ZhangDuc LeMike Seltzer
2020-10-21
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
Weizhen QiYeyun GongYu YanJian JiaoBo ShaoRuofei ZhangHouqiang LiNan DuanMing Zhou
2020-10-21
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
Huy Quoc ToKiet Van NguyenNgan Luu-Thuy NguyenAnh Gia-Tuan Nguyen
2020-10-21
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset
Tong ZhengHirohisa ODAMasahiro OdaShota NAKAMURAMasaki MORIHirotsugu TAKABATAKEHiroshi NATORIKensaku MORI
2020-10-20
A Backbone Replaceable Fine-tuning Framework for Stable Face Alignment
Xu sunZhenfeng FanZihao ZhangYingjie GuoShihong Xia
2020-10-19
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining
Kohei YamamichiXian-Hua Han
2020-10-19
Attention Augmented ConvLSTM for Environment Prediction
| Bernard LangeMasha ItkinaMykel J. Kochenderfer
2020-10-19
Prediction-Based GNSS Spoofing Attack Detection for Autonomous Vehicles
Sagar DasguptaMizanur RahmanMhafuzul IslamMashrur Chowdhury
2020-10-16
Evaluating Attribution Methods using White-Box LSTMs
Yiding Hao
2020-10-16
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
Xing YanWeizhong ZhangLin MaWei LiuQi Wu
2020-10-16
Few-shot model-based adaptation in noisy conditions
Karol ArndtAli GhadirzadehMurtaza HazaraVille Kyrki
2020-10-16
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun CuiGuangyu ZhengWei Wang
2020-10-16
HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network
| Pengcheng YuanShufei LinCheng CuiYuning DuRuoyu GuoDongliang HeErrui DingShumin Han
2020-10-15
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
| Aman KhullarUdit Arora
2020-10-15
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards
Keyang HeBikramjit BanerjeePrashant Doshi
2020-10-15
Recurrent Distributed Reinforcement Learning for Partially Observable Robotic Assembly
Jieliang LuoHui Li
2020-10-15
Semantic Label Smoothing for Sequence to Sequence Problems
Michal LukasikHimanshu JainAditya Krishna MenonSeungyeon KimSrinadh BhojanapalliFelix YuSanjiv Kumar
2020-10-15
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media
Shakshi SharmaRajesh Sharma
2020-10-15
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
| Martin GauchFrederik KratzertDaniel KlotzGrey NearingJimmy LinSepp Hochreiter
2020-10-15
Understanding Neural Abstractive Summarization Models via Uncertainty
| Jiacheng XuShrey DesaiGreg Durrett
2020-10-15
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning
Zijue ChenDavid TingRhys NewburyChao Chen
2020-10-14
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli?
Maryam HashemzadehGreta KaufeldMartha WhiteAndrea E. MartinAlona Fyshe
2020-10-14
Differential radial basis function network for sequence modelling
Kojo Sarfo GyamfiJames BruseyElena Gaura
2020-10-13
Aspect-based Document Similarity for Research Papers
| Malte OstendorffTerry RuasTill BlumeBela GippGeorg Rehm
2020-10-13
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
Ekta SoodSimon TannertDiego FrassinelliAndreas BullingNgoc Thang Vu
2020-10-13
Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition
Jianrong WangTong WuShanyu WangMei YuQiang FangJu ZhangLi Liu
2020-10-13
Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language
| Dan John Velasco
2020-10-13
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling
| Rajat PatelFrancis Ferraro
2020-10-12
Improving Compositional Generalization in Semantic Parsing
| Inbar OrenJonathan HerzigNitish GuptaMatt GardnerJonathan Berant
2020-10-12
CC-Loss: Channel Correlation Loss For Image Classification
Zeyu SongDongliang ChangZhanyu MaXiaoxu LiZheng-Hua Tan
2020-10-12
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
Ethan WilcoxPeng QianRichard FutrellRyosuke KohitaRoger LevyMiguel Ballesteros
2020-10-12
Discrete Latent Space World Models for Reinforcement Learning
Jan RobineTobias UelwerStefan Harmeling
2020-10-12
A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data
Qi Zhao
2020-10-11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
| Shauli RavfogelYanai ElazarJacob GoldbergerYoav Goldberg
2020-10-11
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation
| Debaditya PalHarsh SharmaKaustubh Chaudhari
2020-10-11
Asset Price Forecasting using Recurrent Neural Networks
Hamed Vaheb
2020-10-10
A Model Compression Method with Matrix Product Operators for Speech Enhancement
Xingwei SunZe-Feng GaoZhong-Yi LuJunfeng LiYonghong Yan
2020-10-10
Automated Concatenation of Embeddings for Structured Prediction
Xinyu WangYong JiangNguyen BachTao WangZhongqiang HuangFei HuangKewei Tu
2020-10-10
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization
Alexander KatzmannOliver TaubmannStephen AhmadAlexander MühlbergMichael SühlingHorst-Michael Groß
2020-10-09
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
Zhen WuChengcan YingFei ZhaoZhifang FanXinyu DaiRui Xia
2020-10-09
Retrieve and Refine: Exemplar-based Neural Comment Generation
Bolin WeiYongmin LiGe LiXin XiaZhi Jin
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 HuangPatrick Lumban TobingYi-Chiao WuKazuhiro KobayashiTomoki Toda
2020-10-09
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data
Sunil GundapuRadhika Mamidi
2020-10-09
A Survey of Knowledge-Enhanced Text Generation
| Wenhao YuChenguang ZhuZaitang LiZhiting HuQingyun WangHeng JiMeng Jiang
2020-10-09
gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis
Sunil GundapuRadhika Mamidi
2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
Xinyu DongJianyuan DengSina RashidianKayley Abell-HartWei HouRichard N RosenthalMary SaltzJoel SaltzFusheng Wang
2020-10-09
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
| Omar ShaikhJiaao ChenJon Saad-FalconDuen HorngChauDiyi Yang
2020-10-09
Attaining Real-Time Super-Resolution for Microscopic Images Using GAN
Vibhu BhatiaYatender Kumar
2020-10-09
Recurrent babbling: evaluating the acquisition of grammar from limited input data
Ludovica PannittoAurélie Herbelot
2020-10-09
R-MnasNet: Reduced MnasNet for Computer Vision
Prasham ShahMohamed El-Sharkawy
2020-10-08
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation
Hyung Jun YangTimothy YeoJaewoo An
2020-10-08
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Abhishek Singh
2020-10-08
Approximating smooth functions by deep neural networks with sigmoid activation function
Sophie Langer
2020-10-08
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models
Gregory SenayEmmanuelle Salin
2020-10-08
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
Ansel MacLaughlinJwala DhamalaAnoop KumarSriram VenkatapathyRagav VenkatesanRahul Gupta
2020-10-08
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates
Geoffrey C. FoxGregor von LaszewskiFugang WangSaumyadipta Pyne
2020-10-08
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
| Nguyen VoKyumin Lee
2020-10-07
Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: ASentiment Polarity Classifier for YouTube Commentswith Code-switching between Tamil, Malayalam andEnglish
| BalaSundaraRaman LakshmananSanjeeth Kumar Ravindranath
2020-10-07
Improving Context Modeling in Neural Topic Segmentation
Linzi XingBrad HackinenGiuseppe CareniniFrancesco Trebbi
2020-10-07
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
Mengyun ChenTao GeXingxing ZhangFuru WeiMing Zhou
2020-10-07
ELMo and BERT in semantic change detection for Russian
Julia RodinaYuliya TrofimovaAndrey KutuzovEkaterina Artemova
2020-10-07
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Yan YangMd Zakir HossainTom GedeonShafin Rahman
2020-10-07
LSTMs Compose (and Learn) Bottom-Up
Naomi SaphraAdam Lopez
2020-10-06
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS
| Wen-Chin HuangTomoki HayashiShinji WatanabeTomoki Toda
2020-10-06
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
Praveen Kumar BodigutlaAditya TiwariJosep Vallas VargasLazaros PolymenakosSpyros Matsoukas
2020-10-06
COD3S: Diverse Generation with Discrete Semantic Signatures
Nathaniel WeirJoão SedocBenjamin Van Durme
2020-10-06
Tackling the Low-resource Challenge for Canonical Segmentation
Manuel MagerÖzlem ÇetinoğluKatharina Kann
2020-10-06
Improving AMR Parsing with Sequence-to-Sequence Pre-training
| Dongqin XuJunhui LiMuhua ZhuMin ZhangGuodong Zhou
2020-10-05
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
Bo LinBissan GhaddarJatin Nathwani
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
Neurally Augmented ALISTA
Freya BehrensJonathan SauderPeter Jung
2020-10-05
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements
Sandipan BanerjeeAjjen JoshiPrashant MahajanSneha BhattacharyaSurvi KyalTaniya Mishra
2020-10-04
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer
Yufang HuangWentao ZhuDeyi XiongYiye ZhangChangjian HuFeiyu Xu
2020-10-02
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
An NguyenSrijeet ChatterjeeSven WeinzierlLeo SchwinnMartin MatznerBjoern Eskofier
2020-10-02
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
| Hanjie ChenYangfeng Ji
2020-10-01
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
Chihiro ShibataKei UchiumiDaichi Mochihashi
2020-10-01
Rain Code : Forecasting Spatiotemporal Precipitation based on Multi-frames Feature using ConvLSTM
Yasuno TakatoIshii AkiraAmakata Masazumi
2020-09-30
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion
| Che-Jui Chang
2020-09-30
A Deep Learning Framework for COVID Outbreak Prediction
NeerajJimson MathewRanjan Kumar Behera
2020-09-30
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator
| Ferdiant Joshua MuisAyu Purwarianti
2020-09-29
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
Vihang P. PatilMarkus HofmarcherMarius-Constantin DinuMatthias DorferPatrick M. BliesJohannes BrandstetterJose A. Arjona-MedinaSepp Hochreiter
2020-09-29
Learning to Compress Videos without Computing Motion
Meixu ChenTodd GoodallAnjul PatneyAlan C. Bovik
2020-09-29
Conversational Semantic Parsing
Armen AghajanyanJean MaillardAkshat ShrivastavaKeith DiedrickMike HaegerHaoran LiYashar MehdadVes StoyanovAnuj KumarMike LewisSonal Gupta
2020-09-28
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction
Haoding MengQingcheng ZengXiaoyang FangZhexin Liang
2020-09-28
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
Huy Duc HuynhHang Thi-Thuy DoKiet Van NguyenNgan Luu-Thuy Nguyen
2020-09-28
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
| Yurio WindiatmokoAhmad Fathan HidayatullahRidho Rahmadi
2020-09-28
Classification and understanding of cloud structures via satellite images with EfficientUNet
Tashin AhmedNoor Hossain Nuri Sabab
2020-09-27
Multi-timescale representation learning in LSTM Language Models
Shivangi MahtoVy A. VoJavier S. TurekAlexander G. Huth
2020-09-27
Metaphor Detection using Deep Contextualized Word Embeddings
Shashwat AggarwalRamesh Singh
2020-09-26
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Zhaojiang LinAndrea MadottoGenta Indra WinataPascale Fung
2020-09-25
Focus-Constrained Attention Mechanism for CVAE-based Response Generation
Zhi CuiYanran LiJiayi ZhangJianwei CuiChen WeiBin Wang
2020-09-25
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
| Yurio WindiatmokoAhmad Fathan HidayatullahRidho Rahmadi
2020-09-25
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays
Nihad Karim ChowdhuryMd. Muhtadir RahmanNoortaz RezoanaMuhammad Ashad Kabir
2020-09-24
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
Ismail Alaoui AbdellaouiSiamak Mehrkanoon
2020-09-23
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation
Ran GuGuotai WangTao SongRui HuangMichael AertsenJan DeprestSébastien OurselinTom VercauterenShaoting Zhang
2020-09-22
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction
Xiong Dan
2020-09-22
The DongNiao International Birds 10000 Dataset
| Jian MeiHao Dong
2020-09-21
Multitask Pointer Network for Multi-Representational Parsing
Daniel Fernández-GonzálezCarlos Gómez-Rodríguez
2020-09-21
A Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Zimeng LyuAbdElRahman ElSaidJoshua KarnsMohamed MkaouerTravis Desell
2020-09-21
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models
Sidra MehtabJaydip SenAbhishek Dutta
2020-09-20
Unsupervised Anomaly Detection on Temporal Multiway Data
Duc NguyenPhuoc NguyenKien DoSantu RanaSunil GuptaTruyen Tran
2020-09-20
A deep learning-based approach for the automated surface inspection of copper clad laminate images
Xiaoqing ZhengJie ChenHongcheng WangSong ZhengYaguang Kong
2020-09-19
Adversarial Exposure Attack on Diabetic Retinopathy Imagery
Yupeng ChengFelix Juefei-XuQing GuoHuazhu FuXiaofei XieShang-Wei LinWeisi LinYang Liu
2020-09-19
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation
Fajri KotoIkhwan Koto
2020-09-19
Urban Traffic Flow Forecast Based on FastGCRNN
Ya ZhangMingming LuHaifeng Li
2020-09-17
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
| Yichi ZhangZhijian OuHuixin WangJunlan Feng
2020-09-17
An analysis of deep neural networks for predicting trends in time series data
Kouame Hermann KouassiDeshendran Moodley
2020-09-16
Graph-to-Sequence Neural Machine Translation
Sufeng DuanHai ZhaoRui Wang
2020-09-16
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
Haoran ZhangQianying LiuAysa Xuemo FanHeng Ji