Leaky ReLU Explained | Papers With Code

Leaky ReLU

Leaky Rectified Linear Unit, or Leaky ReLU, is a type of activation function based on a ReLU, but it has a small slope for negative values instead of a flat slope. The slope coefficient is determined before training, i.e. it is not learnt during training. This type of activation function is popular in tasks where we we may suffer from sparse gradients, for example training generative adversarial networks.

Latest Papers

PAPER	DATE
A Simple Baseline for StyleGAN Inversion \| Tianyi Wei • Dongdong Chen • Wenbo Zhou • Jing Liao • Weiming Zhang • Lu Yuan • Gang Hua • Nenghai Yu	2021-04-15
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li • Junlin Yang • Karsten Kreis • Antonio Torralba • Sanja Fidler	2021-04-12
Unified Source-Filter GAN: Unified Source-filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN \| Reo Yoneyama • Yi-Chiao Wu • Tomoki Toda	2021-04-10
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis \| Sergei Belousov	2021-04-10
Content-Aware GAN Compression Yuchen Liu • Zhixin Shu • Yijun Li • Zhe Lin • Federico Perazzi • S. Y. Kung	2021-04-06
On the Applicability of Synthetic Data for Face Recognition Haoyu Zhang • Marcel Grimmer • Raghavendra Ramachandra • Kiran Raja • Christoph Busch	2021-04-06
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
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks Jonas Denck • Jens Guehring • Andreas Maier • Eva Rothgang	2021-04-03
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
A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection \| Keshigeyan Chandrasegaran • Ngoc-Trung Tran • Ngai-Man Cheung	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
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery \| Or Patashnik • Zongze Wu • Eli Shechtman • Daniel Cohen-Or • Dani Lischinski	2021-03-31
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation Amrutha Saseendran • Kathrin Skubch • Margret Keuper	2021-03-31
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition Yuke Fang • Jiani Hu • Weihong Deng	2021-03-30
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation Gihyun Kwon • Jong Chul Ye	2021-03-30
Unsupervised Disentanglement of Linear-Encoded Facial Semantics Yutong Zheng • Yu-Kai Huang • Ran Tao • Zhiqiang Shen • Marios Savvides	2021-03-30
Labels4Free: Unsupervised Segmentation using StyleGAN Rameen Abdal • Peihao Zhu • Niloy Mitra • Peter Wonka	2021-03-27
Few-shot Semantic Image Synthesis Using StyleGAN Prior Yuki Endo • Yoshihiro Kanamori	2021-03-27
Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN Congyi Wang • Yu Chen • Bin Wang • Yi Shi	2021-03-26
Matched sample selection with GANs for mitigating attribute confounding \| Chandan Singh • Guha Balakrishnan • Pietro Perona	2021-03-24
PhotoApp: Photorealistic Appearance Editing of Head Portraits Mallikarjun B R • Ayush Tewari • Abdallah Dib • Tim Weyrich • Bernd Bickel • Hans-Peter Seidel • Hanspeter Pfister • Wojciech Matusik • Louis Chevallier • Mohamed Elgharib • Christian Theobalt	2021-03-13
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion \| Chulin Xie • Chuxin Wang • Bo Zhang • Hao Yang • Dong Chen • Fang Wen # 1 POINT CLOUD COMPLETION ON SHAPENET	2021-03-03
A Body Part Embedding Model With Datasets for Measuring 2D Human Motion Similarity \| Jonghyuk Park • Sukhyun Cho • Dongwoo Kim • Oleksandr Bailo • Heewoong Park • Sanghoon Hong • Jonghun Park	2021-03-02
Generative Adversarial Transformers \| Drew A. Hudson • C. Lawrence Zitnick # 1 IMAGE GENERATION ON CLEVR	2021-03-01
Systematic Analysis and Removal of Circular Artifacts for StyleGAN Way Tan • Bihan Wen • Xulei Yang	2021-03-01
A Novel Adaptive Deep Network for Building Footprint Segmentation A. Ziaee • R. Dehbozorgi • M. Döller	2021-02-27
Railway Anomaly detection model using synthetic defect images generated by CycleGAN Takuro Hoshi • Yohei Baba • Gaurang Gavai	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 • Avi Z. Rosenberg • Pinaki Sarder	2021-02-23
Do Generative Models Know Disentanglement? Contrastive Learning is All You Need \| Xuanchi Ren • Tao Yang • Yuwang Wang • Wenjun Zeng	2021-02-21
Axial Residual Networks for CycleGAN-based Voice Conversion Jaeseong You • Gyuhyeon Nam • Dalhyun Kim • Gyeongsu Chae	2021-02-16
Naturalizing Neuromorphic Vision Event Streams Using GANs Dennis Robey • Wesley Thio • Herbert Iu • Jason Eshraghian	2021-02-14
RF PIX2PIX Unsupervised Wi-Fi to Video Translation Michael Drob	2021-02-14
SWAGAN: A Style-based Wavelet-driven Generative Model \| Rinon Gal • Dana Cohen • Amit Bermano • Daniel Cohen-Or	2021-02-11
TräumerAI: Dreaming Music with StyleGAN \| Dasaem Jeong • Seungheon Doh • Taegyun Kwon # 1 MUSIC AUTO-TAGGING ON TIMETRAVEL	2021-02-09
APS: A Large-Scale Multi-Modal Indoor Camera Positioning System Ali Ghofrani • Rahil Mahdian Toroghi • Seyed Mojtaba Tabatabaie	2021-02-08
Designing an Encoder for StyleGAN Image Manipulation \| Omer Tov • Yuval Alaluf • Yotam Nitzan • Or Patashnik • Daniel Cohen-Or	2021-02-04
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model \| Yuval Alaluf • Or Patashnik • Daniel Cohen-Or	2021-02-04
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search \| Federico A. Galatolo • Mario G. C. A. Cimino • Gigliola Vaglini	2021-02-02
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums \| Scott H. Hawley • Andrew C. Morrison	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
Computational Performance Predictions for Deep Neural Network Training: A Runtime-Based Approach Geoffrey X. Yu • Yubo Gao • Pavel Golikov • Gennady Pekhimenko	2021-01-31
Segmentation of skin lesions and their attributes using Generative Adversarial Networks \| Cristian Lazo	2021-01-30
cGANs for Cartoon to Real-life Images Pranjal Singh Rajput • Kanya Satis • Sonnya Dellarosa • Wenxuan Huang • Obinna Agba	2021-01-24
Arabic aspect based sentiment analysis using bidirectional GRU based models Mohammed M. Abdelgwad • Taysir Hassan A Soliman • Ahmed I. Taloba • Mohamed Fawzy Farghaly	2021-01-23
Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images Kathryn Schutte • Olivier Moindrot • Paul Hérent • Jean-Baptiste Schiratti • Simon Jégou	2021-01-19
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
GAN Inversion: A Survey \| Weihao Xia • Yulun Zhang • Yujiu Yang • Jing-Hao Xue • Bolei Zhou • Ming-Hsuan Yang	2021-01-14
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis \| Bingchen Liu • Yizhe Zhu • Kunpeng Song • Ahmed Elgammal	2021-01-12
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm Rosanna Dietrich-Sussner • Amirabbas Davari • Thorsten Seehaus • Matthias Braun • Vincent Christlein • Andreas Maier • Christian Riess	2021-01-08
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
Towards Understanding Learning in Neural Networks with Linear Teachers Roei Sarussi • Alon Brutzkus • Amir Globerson	2021-01-07
VOGUE: Try-On by StyleGAN Interpolation Optimization \| Kathleen M Lewis • Srivatsan Varadharajan • Ira Kemelmacher-Shlizerman	2021-01-06
Contextual colorization and denoising for low-light ultra high resolution sequences N. Anantrasirichai • David Bull	2021-01-05
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise Spencer Frei • Yuan Cao • Quanquan Gu	2021-01-04
ADIS-GAN: Affine Disentangled GAN Anonymous	2021-01-01
Automatic Music Production Using Generative Adversarial Networks Anonymous	2021-01-01
Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN Anonymous	2021-01-01
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
Focal Frequency Loss for Image Reconstruction and Synthesis \| Liming Jiang • Bo Dai • Wayne Wu • Chen Change Loy # 1 IMAGE-TO-IMAGE TRANSLATION ON CITYSCAPES LABELS-TO-PHOTO	2020-12-23
Time-Travel Rephotography Xuan Luo • Xuaner Zhang • Paul Yoo • Ricardo Martin-Brualla • Jason Lawrence • Steven M. Seitz	2020-12-22
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou • Xiaokang Zhang • Linlin Shen • Zhihui Lai • Jun Wan	2020-12-22
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
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu • Rameen Abdal • Yipeng Qin • John Femiani • Peter Wonka	2020-12-13
ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks Performance \| Stamatis Mastromichalakis	2020-12-11
Super-resolution Guided Pore Detection for Fingerprint Recognition Syeda Nyma Ferdous • Ali Dabouei • Jeremy Dawson • Nasser M Nasrabadi	2020-12-10
This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models Patrick Tinsley • Adam Czajka • Patrick Flynn	2020-12-10
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu • Xintao Wang • Kai Chen • Bolei Zhou • Chen Change Loy	2020-12-09
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
Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks \| Eklavya Sarkar • Pavel Korshunov • Laurent Colbois • Sébastien Marcel	2020-12-09
Bayesian Image Reconstruction using Deep Generative Models \| Razvan V Marinescu • Daniel Moyer • Polina Golland # 1 IMAGE DENOISING ON FFHQ	2020-12-08
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
Learning Graph Neural Networks with Approximate Gradient Descent Qunwei Li • Shaofeng Zou • Wenliang Zhong	2020-12-07
TediGAN: Text-Guided Diverse Face Image Generation and Manipulation \| Weihao Xia • Yujiu Yang • Jing-Hao Xue • Baoyuan Wu # 1 TEXT-TO-IMAGE GENERATION ON MULTI-MODAL-CELEBA-HQ	2020-12-06
ParaNet: Deep Regular Representation for 3D Point Clouds Qijian Zhang • Junhui Hou • Yue Qian • Juyong Zhang • Ying He	2020-12-05
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs Fangda Han • Guoyao Hao • Ricardo Guerrero • Vladimir Pavlovic	2020-12-04
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan • Xintao Wang • Xiangyu Xu • Jinwei Gu • Chen Change Loy	2020-12-01
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction Khansa Rasheed • Junaid Qadir • Terence J. O'Brien • Levin Kuhlmann • Adeel Razi	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
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
Fully Quantized Image Super-Resolution Networks Hu Wang • Peng Chen • Bohan Zhuang • Chunhua Shen	2020-11-29
Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors Ryoya Katafuchi • Terumasa Tokunaga	2020-11-29
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis Quan Huu Cap • Hitoshi Iyatomi • Atsushi Fukuda	2020-11-28
Navigating the GAN Parameter Space for Semantic Image Editing \| Anton Cherepkov • Andrey Voynov • Artem Babenko	2020-11-27
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi • Divyansh Aggarwal • Anil K. Jain	2020-11-26
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation \| Zongze Wu • Dani Lischinski • Eli Shechtman	2020-11-25
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
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
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms \| Mahmoud Afifi • Marcus A. Brubaker • Michael S. Brown	2020-11-23
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval Eunju Cha • Chanseok Lee • Mooseok Jang • Jong Chul Ye	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
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
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
Transductive Zero-Shot Learning using Cross-Modal CycleGAN Patrick Bordes • Eloi Zablocki • Benjamin Piwowarski • Patrick Gallinari	2020-11-13
Disentangling Latent Space for Unsupervised Semantic Face Editing \| Kanglin Liu • Gaofeng Cao • Fei Zhou • Bozhi Liu • Jiang Duan • Guoping Qiu	2020-11-05
Transforming Facial Weight of Real Images by Editing Latent Space of StyleGAN \| V N S Rama Krishna Pinnimty • Matt Zhao • Palakorn Achananuparp • Ee-Peng Lim	2020-11-05
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization \| Ahmed Mustafa • Nicola Pia • Guillaume Fuchs	2020-11-03
Deep Representation Decomposition for Feature Disentanglement Shang-Fu Chen • Jia-Wei Yan • Ya-Fan Su • Yu-Chiang Frank Wang	2020-11-02
PREGAN: Pose Randomization and Estimation for Weakly Paired Image Style Translation \| Zexi Chen • Jiaxin Guo • Xuecheng Xu • Yunkai Wang • Yue Wang • Rong Xiong	2020-10-31
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
DPD-InfoGAN: Differentially Private Distributed InfoGAN Vaikkunth Mugunthan • Vignesh Gokul • Lalana Kagal • Shlomo Dubnov	2020-10-22
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN \| Christian Bartz • Joseph Bethge • Haojin Yang • Christoph Meinel	2020-10-21
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
Latent Vector Recovery of Audio GANs Andrew Keyes • Nicky Bayat • Vahid Reza Khazaie • Yalda Mohsenzadeh	2020-10-16
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics \| Luca Parisi • D. Neagu • R. Ma • F. Campean	2020-10-15
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning Zijue Chen • David Ting • Rhys Newbury • Chao Chen	2020-10-14
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network \| Jialu Huang • Jing Liao • Sam Kwong	2020-10-12
Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains \| Justin N. M. Pinkney • Doron Adler	2020-10-11
MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education \| Cyril Zakka • Ghida Saheb • Elie Najem • Ghina Berjawi # 1 RADIOLOGIST BINARY CLASSIFICATION ON	2020-10-11
Attaining Real-Time Super-Resolution for Microscopic Images Using GAN \| Vibhu Bhatia • Yatender Kumar	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
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
Deep SVBRDF Estimation on Real Materials Louis-Philippe Asselin • Denis Laurendeau • Jean-François Lalonde	2020-10-08
Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs \| Bradley Segal • David M. Rubin • Grace Rubin • Adam Pantanowitz # 1 MEDICAL IMAGE GENERATION ON CHESTXRAY14 1024X1024	2020-10-07
LOGAN: Local Group Bias Detection by Clustering \| Jieyu Zhao • Kai-Wei Chang	2020-10-06
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
Tabular GANs for uneven distribution \| Insaf Ashrapov	2020-10-01
MaterialGAN: Reflectance Capture using a Generative SVBRDF Model Yu Guo • Cameron Smith • Miloš Hašan • Kalyan Sunkavalli • Shuang Zhao	2020-09-30
PIE: Portrait Image Embedding for Semantic Control Ayush Tewari • Mohamed Elgharib • Mallikarjun B R. • Florian Bernard • Hans-Peter Seidel • Patrick Pérez • Michael Zollhöfer • Christian Theobalt	2020-09-20
Learning Functors using Gradient Descent Bruno Gavranović	2020-09-15
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise Training Xuyang Shen • Jo Plested • Yue Yao • Tom Gedeon	2020-09-13
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
Abstract Neural Networks \| Matthew Sotoudeh • Aditya V. Thakur	2020-09-11
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
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution \| Rao Muhammad Umer • Christian Micheloni	2020-09-07
CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations \| Bryan M. Li • Theoklitos Amvrosiadis • Nathalie Rochefort • Arno Onken	2020-09-06
MIPGAN -- Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN Haoyu Zhang • Sushma Venkatesh • Raghavendra Ramachandra • Kiran Raja • Naser Damer • Christoph Busch	2020-09-03
HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis Jiawei Chen • Xu Tan • Jian Luan • Tao Qin • Tie-Yan Liu	2020-09-03
Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images Sagar Kora Venu # 1 MEDICAL IMAGE GENERATION ON CHEST X-RAY IMAGES (PNEUMONIA)	2020-09-02
WaveGrad: Estimating Gradients for Waveform Generation \| Nanxin Chen • Yu Zhang • Heiga Zen • Ron J. Weiss • Mohammad Norouzi • William Chan	2020-09-02
Text and Style Conditioned GAN for Generation of Offline Handwriting Lines \| Brian Davis • Chris Tensmeyer • Brian Price • Curtis Wigington • Bryan Morse • Rajiv Jain	2020-09-01
Langevin Cooling for Domain Translation \| Vignesh Srinivasan • Klaus-Robert Müller • Wojciech Samek • Shinichi Nakajima	2020-08-31
GIF: Generative Interpretable Faces \| Partha Ghosh • Pravir Singh Gupta • Roy Uziel • Anurag Ranjan • Michael Black • Timo Bolkart	2020-08-31
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement \| William Peebles • John Peebles • Jun-Yan Zhu • Alexei Efros • Antonio Torralba	2020-08-24
DeepLandscape: Adversarial Modeling of Landscape Video \| Elizaveta Logacheva • Roman Suvorov • Oleg Khomenko • Anton Mashikhin • Victor Lempitsky	2020-08-21
Slide-free MUSE Microscopy to H&E Histology Modality Conversion via Unpaired Image-to-Image Translation GAN Models Tanishq Abraham • Andrew Shaw • Daniel O'Connor • Austin Todd • Richard Levenson	2020-08-19
Direct Adversarial Training: A New Approach for Stabilizing The Training Process of GANs Ziqiang Li • Pengfei Xia • Rentuo Tao • Hongjing Niu • Bin Li	2020-08-19
CinC-GAN for Effective F0 prediction for Whisper-to-Normal Speech Conversion \| Maitreya Patel • Mirali Purohit • Jui Shah • Hemant A. Patil	2020-08-18
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation \| Karan Goel • Albert Gu • Yixuan Li • Christopher Ré	2020-08-15
Powers of layers for image-to-image translation Hugo Touvron • Matthijs Douze • Matthieu Cord • Hervé Jégou # 1 IMAGE-TO-IMAGE TRANSLATION ON HORSE2ZEBRA	2020-08-13
AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising Jawook Gu • Jong Chul Ye	2020-08-13
Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation Shashank Manjunath • Aitzaz Nathaniel • Jeff Druce • Stan German	2020-08-12
Spectrum and Prosody Conversion for Cross-lingual Voice Conversion with CycleGAN Zongyang Du • Kun Zhou • Berrak Sisman • Haizhou Li	2020-08-11
SpeedySpeech: Efficient Neural Speech Synthesis \| Jan Vainer • Ondřej Dušek	2020-08-09
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows \| Rameen Abdal • Peihao Zhu • Niloy Mitra • Peter Wonka	2020-08-06
Learning from a Complementary-label Source Domain: Theory and Algorithms \| Yiyang Zhang • Feng Liu • Zhen Fang • Bo Yuan • Guangquan Zhang • Jie Lu	2020-08-04
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data Hyungjin Chung • Eunju Cha • Leonard Sunwoo • Jong Chul Ye	2020-08-04
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation \| Elad Richardson • Yuval Alaluf • Or Patashnik • Yotam Nitzan • Yaniv Azar • Stav Shapiro • Daniel Cohen-Or	2020-08-03
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data Adrian Lopez-Rodriguez • Benjamin Busam • Krystian Mikolajczyk	2020-08-03
DeepLandscape: Adversarial Modeling of Landscape Videos \| Elizaveta Logacheva • Roman Suvorov • Oleg Khomenko • Anton Mashikhin • Victor Lempitsky	2020-08-01
VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network \| Jinhyeok Yang • Jun-Mo Lee • Youngik Kim • Hoon-Young Cho • Injung Kim	2020-07-30
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation \| Yiyang Zhang • Feng Liu • Zhen Fang • Bo Yuan • Guangquan Zhang • Jie Lu	2020-07-29
Quasi-Periodic Parallel WaveGAN: A Non-autoregressive Raw Waveform Generative Model with Pitch-dependent Dilated Convolution Neural Network \| Yi-Chiao Wu • Tomoki Hayashi • Takuma Okamoto • Hisashi Kawai • Tomoki Toda	2020-07-25
Detection, Attribution and Localization of GAN Generated Images Michael Goebel • Lakshmanan Nataraj • Tejaswi Nanjundaswamy • Tajuddin Manhar Mohammed • Shivkumar Chandrasekaran • B. S. Manjunath	2020-07-20
Generative Hierarchical Features from Synthesizing Images \| Yinghao Xu • Yujun Shen • Jiapeng Zhu • Ceyuan Yang • Bolei Zhou	2020-07-20
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection K. V. Kadambari • Vishnu Vardhan Nimmalapudi	2020-07-17
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry Cedric Schockaert • Henri Hoyez	2020-07-15
Allpass Feedback Delay Networks Sebastian J. Schlecht	2020-07-14
Investigation of Sentiment Controllable Chatbot Hung-Yi Lee • Cheng-Hao Ho • Chien-Fu Lin • Chiung-Chih Chang • Chih-Wei Lee • Yau-Shian Wang • Tsung-Yuan Hsu • Kuan-Yu Chen	2020-07-11
Journey Towards Tiny Perceptual Super-Resolution Royson Lee • Łukasz Dudziak • Mohamed Abdelfattah • Stylianos I. Venieris • Hyeji Kim • Hongkai Wen • Nicholas D. Lane	2020-07-08
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection Sushma Venkatesh • Haoyu Zhang • Raghavendra Ramachandra • Kiran Raja • Naser Damer • Christoph Busch	2020-07-07
3D Topology Transformation with Generative Adversarial Networks Luca Stornaiuolo • Nima Dehmamy • Albert-László Barabási • Mauro Martino	2020-07-07
A Free Viewpoint Portrait Generator with Dynamic Styling \| Anpei Chen • Ruiyang Liu • Ling Xie • Jingyi Yu	2020-07-07
HoughNet: Integrating near and long-range evidence for bottom-up object detection \| Nermin Samet • Samet Hicsonmez • Emre Akbas # 24 OBJECT DETECTION ON COCO MINIVAL	2020-07-05
Collaborative Learning for Faster StyleGAN Embedding Shanyan Guan • Ying Tai • Bingbing Ni • Feida Zhu • Feiyue Huang • Xiaokang Yang	2020-07-03
PriorGAN: Real Data Prior for Generative Adversarial Nets \| Shuyang Gu • Jianmin Bao • Dong Chen • Fang Wen	2020-06-30
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images Stephan J. Garbin • Marek Kowalski • Matthew Johnson • Jamie Shotton	2020-06-26
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal Shujaat Khan • Jaeyoung Huh • Jong Chul Ye	2020-06-26
Deep Convolutional GANs for Car Image Generation Dong Hui Kim	2020-06-24
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen • Daniel Cohen-Or • Baoquan Chen • Niloy J. Mitra	2020-06-18
Differentiable Augmentation for Data-Efficient GAN Training \| Shengyu Zhao • Zhijian Liu • Ji Lin • Jun-Yan Zhu • Song Han # 1 IMAGE GENERATION ON CIFAR-10 (20% DATA)	2020-06-18
Adversarial representation learning for private speech generation \| David Ericsson • Adam Östberg • Edvin Listo Zec • John Martinsson • Olof Mogren	2020-06-16
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems Huy H. Nguyen • Junichi Yamagishi • Isao Echizen • Sébastien Marcel	2020-06-15
2D Image Relighting with Image-to-Image Translation \| Paul Gafton • Erick Maraz	2020-06-14
SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement Luka Chkhetiani • Levan Bejanidze # 1 SPEECH ENHANCEMENT ON LIBRISPEECH	2020-06-13
Training Generative Adversarial Networks with Limited Data \| Tero Karras • Miika Aittala • Janne Hellsten • Samuli Laine • Jaakko Lehtinen • Timo Aila # 1 IMAGE GENERATION ON CIFAR-10	2020-06-11
Rethinking the Truly Unsupervised Image-to-Image Translation \| Kyungjune Baek • Yunjey Choi • Youngjung Uh • Jaejun Yoo • Hyunjung Shim	2020-06-11
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images? Weixing Liu • Jun Liu • Bin Luo	2020-06-09
On Data Augmentation for GAN Training \| Ngoc-Trung Tran • Viet-Hung Tran • Ngoc-Bao Nguyen • Trung-Kien Nguyen • Ngai-Man Cheung	2020-06-09
A Robust Attentional Framework for License Plate Recognition in the Wild Linjiang Zhang • Peng Wang • Hui Li • Zhen Li • Chunhua Shen • Yanning Zhang	2020-06-06
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks Iñigo Azqueta-Gavaldon • Florian Fröhlich • Klaus Strobl • Rudolph Triebel	2020-06-05
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks \| Gašper Beguš	2020-06-04
Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units Vijay Pandey	2020-06-04
Least $k$th-Order and Rényi Generative Adversarial Networks Himesh Bhatia • William Paul • Fady Alajaji • Bahman Gharesifard • Philippe Burlina	2020-06-03
Using Generative Models for Pediatric wbMRI Alex Chang • Vinith M. Suriyakumar • Abhishek Moturu • Nipaporn Tewattanarat • Andrea Doria • Anna Goldenberg	2020-06-01
Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping Ran Yi • Yong-Jin Liu • Yu-Kun Lai • Paul L. Rosin	2020-06-01
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture Yura Zharkovsky • Ovadya Menadeva	2020-05-31
Perceptual Extreme Super Resolution Network with Receptive Field Block \| Taizhang Shang • Qiuju Dai • Shengchen Zhu • Tong Yang • Yandong Guo	2020-05-26
Fractional moment-preserving initialization schemes for training deep neural networks Mert Gurbuzbalaban • Yuanhan Hu	2020-05-25
Network Bending: Expressive Manipulation of Deep Generative Models \| Terence Broad • Frederic Fol Leymarie • Mick Grierson	2020-05-25
Identity-Preserving Realistic Talking Face Generation Sanjana Sinha • Sandika Biswas • Brojeshwar Bhowmick	2020-05-25
Recognizing Families through Images with Pretrained Encoder Tuan-Duy H. Nguyen • Huu-Nghia H. Nguyen • Hieu Dao	2020-05-24
Map Generation from Large Scale Incomplete and Inaccurate Data Labels Rui Zhang • Conrad Albrecht • Wei zhang • Xiaodong Cui • Ulrich Finkler • David Kung • Siyuan Lu	2020-05-20
Medical Image Generation using Generative Adversarial Networks Nripendra Kumar Singh • Khalid Raza	2020-05-19
Face Identity Disentanglement via Latent Space Mapping \| Yotam Nitzan • Amit Bermano • Yangyan Li • Daniel Cohen-Or	2020-05-15
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation Mor Avi-Aharon • Assaf Arbelle • Tammy Riklin Raviv	2020-05-06
Mimicry: Towards the Reproducibility of GAN Research \| Kwot Sin Lee • Christopher Town	2020-05-05
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery Hiroshi Sasaki • Chris G. Willcocks • Toby P. Breckon	2020-05-05
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching Rui Liu • Chengxi Yang • Wenxiu Sun • Xiaogang Wang • Hongsheng Li	2020-05-05
Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style Transfer \| Rafael Anicet Zanini • Esther Luna Colombini	2020-05-03
Kernel of CycleGAN as a principal homogeneous space Nikita Moriakov • Jonas Adler • Jonas Teuwen	2020-05-01
Editing in Style: Uncovering the Local Semantics of GANs \| Edo Collins • Raja Bala • Bob Price • Sabine Süsstrunk	2020-04-29
In-Vehicle Object Detection in the Wild for Driverless Vehicles Ranjith Dinakaran • Li Zhang • Richard Jiang	2020-04-27
Offline Signature Verification on Real-World Documents \| Deniz Engin • Alperen Kantarcı • Seçil Arslan • Hazim Kemal Ekenel	2020-04-25
YOLOv4: Optimal Speed and Accuracy of Object Detection \| Alexey Bochkovskiy • Chien-Yao Wang • Hong-Yuan Mark Liao # 1 OBJECT DETECTION ON CROWDHUMAN (FULL BODY)	2020-04-23
A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification Claire Voreiter • Jean-Christophe Burnel • Pierre Lassalle • Marc Spigai • Romain Hugues • Nicolas Courty	2020-04-22
Effect of Input Noise Dimension in GANs Manisha Padala • Debojit Das • Sujit Gujar	2020-04-15
Adversarial Latent Autoencoders \| Stanislav Pidhorskyi • Donald Adjeroh • Gianfranco Doretto	2020-04-09
Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes Tong ZHENG • Hirohisa ODA • Takayasu MORIYA • Takaaki SUGINO • Shota NAKAMURA • Masahiro Oda • Masaki MORI • Hirotsugu TAKABATAKE • Hiroshi NATORI • Kensaku MORI	2020-04-07
Iconify: Converting Photographs into Icons Takuro Karamatsu • Gibran Benitez-Garcia • Keiji Yanai • Seiichi Uchida	2020-04-07
Feature Quantization Improves GAN Training \| Yang Zhao • Chunyuan Li • Ping Yu • Jianfeng Gao • Changyou Chen # 1 IMAGE-TO-IMAGE TRANSLATION ON ANIME-TO-SELFIE	2020-04-05
Arbitrary Scale Super-Resolution for Brain MRI Images \| Chuan Tan • Jin Zhu • Pietro Lio'	2020-04-05
Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis Benoit Anctil-Robitaille • Christian Desrosiers • Herve Lombaert	2020-04-01
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images Ayush Tewari • Mohamed Elgharib • Gaurav Bharaj • Florian Bernard • Hans-Peter Seidel • Patrick Pérez • Michael Zollhöfer • Christian Theobalt	2020-03-31
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation \| Victor Schmidt • Makesh Narsimhan Sreedhar • Mostafa ElAraby • Irina Rish	2020-03-31
TResNet: High Performance GPU-Dedicated Architecture \| Tal Ridnik • Hussam Lawen • Asaf Noy • Emanuel Ben Baruch • Gilad Sharir • Itamar Friedman # 1 FINE-GRAINED IMAGE CLASSIFICATION ON STANFORD CARS	2020-03-30
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution Eunju Cha • Hyungjin Chung • Eung Yeop Kim • Jong Chul Ye	2020-03-29
One-Shot Domain Adaptation For Face Generation Chao Yang • Ser-Nam Lim	2020-03-28
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation Shawn Mathew • Saad Nadeem • Sruti Kumari • Arie Kaufman	2020-03-27
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement Sai Bi • Kalyan Sunkavalli • Federico Perazzi • Eli Shechtman • Vladimir Kim • Ravi Ramamoorthi	2020-03-27
DCDLearn: Multi-order Deep Cross-distance Learning for Vehicle Re-Identification Rixing Zhu • Jianwu Fang • Hongke Xu • Hongkai Yu • Jianru Xue	2020-03-25
Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets Viktor Varkarakis • Shabab Bazrafkan • Peter Corcoran	2020-03-24
GAN Compression: Efficient Architectures for Interactive Conditional GANs \| Muyang Li • Ji Lin • Yaoyao Ding • Zhijian Liu • Jun-Yan Zhu • Song Han	2020-03-19
Capsule GAN Using Capsule Network for Generator Architecture Kanako Marusaki • Hiroshi Watanabe	2020-03-18
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc • Aidan Clark • Sander Dieleman • Diego de Las Casas • Yotam Doron • Albin Cassirer • Karen Simonyan	2020-03-09
Perceptual Image Super-Resolution with Progressive Adversarial Network Lone Wong • Deli Zhao • Shaohua Wan • Bo Zhang	2020-03-08
StyleGAN2 Distillation for Feed-forward Image Manipulation \| Yuri Viazovetskyi • Vladimir Ivashkin • Evgeny Kashin	2020-03-07
Semi-Supervised StyleGAN for Disentanglement Learning Weili Nie • Tero Karras • Animesh Garg • Shoubhik Debnath • Anjul Patney • Ankit B. Patel • Anima Anandkumar	2020-03-06
A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents Anirudh Chandrashekar • Ashok Handa • Natesh Shivakumar • Pierfrancesco Lapolla • Vicente Grau • Regent Lee	2020-03-02
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation Peng Jiang • Srikanth Saripalli	2020-03-02
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs \| Sangwoo Mo • Minsu Cho • Jinwoo Shin	2020-02-25
LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis \| Quan Huu Cap • Hiroyuki Uga • Satoshi Kagiwada • Hitoshi Iyatomi	2020-02-24
DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition Hao-Chiang Shao • Kang-Yu Liu • Chia-Wen Lin • Jiwen Lu	2020-02-23
NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs Akshaj Kumar Veldanda • Kang Liu • Benjamin Tan • Prashanth Krishnamurthy • Farshad Khorrami • Ramesh Karri • Brendan Dolan-Gavitt • Siddharth Garg	2020-02-19
Unsupervised Image-generation Enhanced Adaptation for Object Detection in Thermal images Wanyi Li • Fuyu Li • Yongkang Luo • Peng Wang	2020-02-17
Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks Shindong Lee • BongGu Ko • Keonnyeong Lee • In-Chul Yoo • Dongsuk Yook	2020-02-15
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation \| Kancharagunta Kishan Babu • Shiv Ram Dubey	2020-02-13
EndoL2H: Deep Super-Resolution for Capsule Endoscopy \| Yasin Almalioglu • Kutsev Bengisu Ozyoruk • Abdulkadir Gokce • Kagan Incetan • Guliz Irem Gokceler • Muhammed Ali Simsek • Kivanc Ararat • Richard J. Chen • Nicholas J. Durr • Faisal Mahmood • Mehmet Turan	2020-02-13
Real or Not Real, that is the Question \| Yuanbo Xiangli • Yubin Deng • Bo Dai • Chen Change Loy • Dahua Lin	2020-02-12
Gaze Preserving CycleGANs for Eyeglass Removal & Persistent Gaze Estimation \| Akshay Rangesh • Bo-Wen Zhang • Mohan M. Trivedi	2020-02-06
Level Three Synthetic Fingerprint Generation \| André Brasil Vieira Wyzykowski • Mauricio Pamplona Segundo • Rubisley de Paula Lemes	2020-02-05
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis \| Pegah Salehi • Abdolah Chalechale	2020-02-03
Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data \| Kun Zhou • Berrak Sisman • Haizhou Li	2020-02-01
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain • Alberto Olmo • Sailik Sengupta • Lydia Manikonda • Subbarao Kambhampati	2020-01-26
Kernel of CycleGAN as a Principle homogeneous space Nikita Moriakov • Jonas Adler • Jonas Teuwen	2020-01-24
HRFA: High-Resolution Feature-based Attack \| Zhixing Ye • Sizhe Chen • Peidong Zhang • Chengjin Sun • Xiaolin Huang	2020-01-21
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant Shayan Aziznejad • Harshit Gupta • Joaquim Campos • Michael Unser	2020-01-17
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation \| Kancharagunta Kishan Babu • Shiv Ram Dubey	2020-01-15
Unsupervised multi-modal Styled Content Generation Omry Sendik • Dani Lischinski • Daniel Cohen-Or	2020-01-10
Non-Sequential Melody Generation Mitchell Billard • Robert Bishop • Moustafa Elsisy • Laura Graves • Antonina Kolokolova • Vineel Nagisetty • Zachary Northcott • Heather Patey	2020-01-01
Parallel Neural Text-to-Speech Kainan Peng • Wei Ping • Zhao Song • Kexin Zhao	2020-01-01
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database Tong Zheng • Hirohisa ODA • Takayasu MORIYA • Shota NAKAMURA • Masahiro Oda • Masaki MORI • Horitsugu Takabatake • Hiroshi NATORI • Kensaku MORI	2019-12-30
CNN-generated images are surprisingly easy to spot... for now \| Sheng-Yu Wang • Oliver Wang • Richard Zhang • Andrew Owens • Alexei A. Efros	2019-12-23
An Application of Generative Adversarial Networks for Super Resolution Medical Imaging Rewa Sood • Binit Topiwala • Karthik Choutagunta • Rohit Sood • Mirabela Rusu	2019-12-19
Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks Rewa Sood • Mirabela Rusu	2019-12-19
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications Sri Harsha Dumpala • Imran Sheikh • Rupayan Chakraborty • Sunil Kumar Kopparapu	2019-12-18
LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database and Benchmark for NIR-VIS Face Recognition Aijing Yu • Haoxue Wu • Huaibo Huang • Zhen Lei • Ran He	2019-12-17
Normalization of breast MRIs using Cycle-Consistent Generative Adversarial Networks Gourav Modanwal • Adithya Vellal • Maciej A. Mazurowski	2019-12-16
Disentanglement based Active Learning Silpa V S • Adarsh K • Sumitra S • Raju K George	2019-12-15
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking Yanyan Wei • Zhao Zhang • Yang Wang • Mingliang Xu • Yi Yang • Shuicheng Yan • Meng Wang	2019-12-15
Unconstrained Facial Expression Transfer using Style-based Generator \| Chao Yang • Ser-Nam Lim	2019-12-12
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks \| Victor Costa • Nuno Lourenço • João Correia • Penousal Machado	2019-12-12
AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos Laura Smith • Nikita Dhawan • Marvin Zhang • Pieter Abbeel • Sergey Levine	2019-12-10
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training Harrison Nguyen • Simon Luo • Fabio Ramos	2019-12-09
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations Sven Gowal • Chongli Qin • Po-Sen Huang • Taylan Cemgil • Krishnamurthy Dvijotham • Timothy Mann • Pushmeet Kohli	2019-12-06
Towards Robust Neural Vocoding for Speech Generation: A Survey Po-chun Hsu • Chun-hsuan Wang • Andy T. Liu • Hung-Yi Lee	2019-12-05
A Study into Echocardiography View Conversion \| Amir H. Abdi • Mohammad H. Jafari • Sidney Fels • Theresa Tsang • Purang Abolmaesumi	2019-12-05
Analyzing and Improving the Image Quality of StyleGAN \| Tero Karras • Samuli Laine • Miika Aittala • Janne Hellsten • Jaakko Lehtinen • Timo Aila # 1 IMAGE GENERATION ON LSUN HORSE 256 X 256	2019-12-03
Detecting GAN generated errors Xiru Zhu • Fengdi Che • Tianzi Yang • Tzuyang Yu • David Meger • Gregory Dudek	2019-12-02
LOGAN: Latent Optimisation for Generative Adversarial Networks \| Yan Wu • Jeff Donahue • David Balduzzi • Karen Simonyan • Timothy Lillicrap # 1 CONDITIONAL IMAGE GENERATION ON IMAGENET 128X128	2019-12-02
Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing Imagery Christopher X. Ren • Amanda Ziemann • Alice M. S. Durieux • James Theiler	2019-11-28
CSPNet: A New Backbone that can Enhance Learning Capability of CNN \| Chien-Yao Wang • Hong-Yuan Mark Liao • I-Hau Yeh • Yueh-Hua Wu • Ping-Yang Chen • Jun-Wei Hsieh # 21 REAL-TIME OBJECT DETECTION ON COCO	2019-11-27
Towards Better Understanding of Disentangled Representations via Mutual Information Xiaojiang Yang • Wendong Bi • Yitong Sun • Yu Cheng • Junchi Yan	2019-11-25
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis \| Ceyuan Yang • Yujun Shen • Bolei Zhou	2019-11-21
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani • Vivek Natarajan • David Coz • Yu-An Liu	2019-11-20
LiDAR ICPS-net: Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation Ali Ghofrani • Rahil Mahdian Toroghi • Seyed Mojtaba Tabatabaie • Seyed Maziar Tabasi	2019-11-14
Tight Sample Complexity of Learning One-hidden-layer Convolutional Neural Networks Yuan Cao • Quanquan Gu	2019-11-12
Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models \| Romain Hennequin • Anis Khlif • Felix Voituret • Manuel Moussallam # 8 MUSIC SOURCE SEPARATION ON MUSDB18	2019-11-04
Multi-defect microscopy image restoration under limited data conditions Anastasia Razdaibiedina • Jeevaa Velayutham • Miti Modi	2019-10-31
Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram \| Ryuichi Yamamoto • Eunwoo Song • Jae-Min Kim	2019-10-25
CycleGAN Voice Conversion of Spectral Envelopes using Adversarial Weights Rafael Ferro • Nicolas Obin • Axel Roebel	2019-10-22
Approximation capabilities of neural networks on unbounded domains Ming-Xi Wang • Yang Qu	2019-10-21
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN) \| Petru Soviany • Claudiu Ardei • Radu Tudor Ionescu • Marius Leordeanu	2019-10-20
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks Marija Jegorova • Antti Ilari Karjalainen • Jose Vazquez • Timothy Hospedales	2019-10-15
Prescribed Generative Adversarial Networks \| Adji B. Dieng • Francisco J. R. Ruiz • David M. Blei • Michalis K. Titsias # 2 IMAGE GENERATION ON CELEBA 128 X 128	2019-10-09
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis \| Kundan Kumar • Rithesh Kumar • Thibault de Boissiere • Lucas Gestin • Wei Zhen Teoh • Jose Sotelo • Alexandre de Brebisson • Yoshua Bengio • Aaron Courville	2019-10-08
Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 \| Yingwei Pan • Yehao Li • Qi Cai • Yang Chen • Ting Yao	2019-10-08
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation \| Ilja Manakov • Markus Rohm • Christoph Kern • Benedikt Schworm • Karsten Kortuem • Volker Tresp	2019-10-07
Generative Adversarial Networks for Failure Prediction Shuai Zheng • Ahmed Farahat • Chetan Gupta	2019-10-04
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data Utkarsh Ojha • Krishna Kumar Singh • Cho-Jui Hsieh • Yong Jae Lee	2019-10-01
Enhancing high-content imaging for studying microtubule networks at large-scale \| Hao-Chih Lee • Sarah T. Cherng • Riccardo Miotto • Joel T. Dudley	2019-10-01
Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer Jingtan Piao • Chen Qian • Hongsheng Li	2019-10-01
Unsupervised Projection Networks for Generative Adversarial Networks Daiyaan Arfeen • Jesse Zhang	2019-09-30
Student Specialization in Deep ReLU Networks With Finite Width and Input Dimension \| Yuandong Tian	2019-09-30
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis \| Atsuhiro Noguchi • Tatsuya Harada	2019-09-27
Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems Byeongsu Sim • Gyutaek Oh • Jeongsol Kim • Chanyong Jung • Jong Chul Ye	2019-09-25
Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks Lingchen Zhu • Tuanfeng Zhang	2019-09-23
LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks \| Cedric Oeldorf • Gerasimos Spanakis	2019-09-22
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation \| Samarth Shukla • Luc van Gool • Radu Timofte	2019-09-18
One-to-one Mapping for Unpaired Image-to-image Translation Zengming Shen • S. Kevin Zhou • Yi-fan Chen • Bogdan Georgescu • Xuqi Liu • Thomas S. Huang	2019-09-09
Machine learning approach of automatic identification and counting of blood cells \| Mohammad Mahmudul Alam • Mohammad Tariqul Islam	2019-09-05
Maximizing Mutual Information for Tacotron \| Peng Liu • Xixin Wu • Shiyin Kang • Guangzhi Li • Dan Su • Dong Yu	2019-08-30
Revisiting CycleGAN for semi-supervised segmentation \| Arnab Kumar Mondal • Aniket Agarwal • Jose Dolz • Christian Desrosiers	2019-08-30
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation Junlin Yang • Nicha C. Dvornek • Fan Zhang • Juntang Zhuang • Julius Chapiro • MingDe Lin • James S. Duncan	2019-08-27
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans Yucheng Liu • Naji Khosravan • Yulin Liu • Joseph Stember • Jonathan Shoag • Christopher E. Barbieri • Ulas Bagci • Sachin Jambawalikar	2019-08-26
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters Evangelos Ververas • Stefanos Zafeiriou	2019-08-26
CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Sungjun Lim • Hyoungjun Park • Sang-Eun Lee • Sunghoe Chang • Jong Chul Ye	2019-08-26
Mish: A Self Regularized Non-Monotonic Activation Function \| Diganta Misra # 8 OBJECT DETECTION ON COCO TEST-DEV	2019-08-23
Generating High-Resolution Fashion Model Images Wearing Custom Outfits Gökhan Yildirim • Nikolay Jetchev • Roland Vollgraf • Urs Bergmann	2019-08-23
Image Synthesis From Reconfigurable Layout and Style \| Wei Sun • Tianfu Wu # 2 LAYOUT-TO-IMAGE GENERATION ON COCO-STUFF 64X64	2019-08-20
GANs 'N Lungs: improving pneumonia prediction Tatiana Malygina • Elena Ericheva • Ivan Drokin	2019-08-01
Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation Junlin Yang • Nicha C. Dvornek • Fan Zhang • Julius Chapiro • MingDe Lin • James S. Duncan	2019-07-31
Image Super-Resolution Using a Wavelet-based Generative Adversarial Network Qi Zhang • Huafeng Wang • Sichen Yang	2019-07-24
Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN David Abramian • Anders Eklund	2019-07-19
Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition Nour Soufi • Matias Valdenegro-Toro	2019-07-17
Compositional Deep Learning Bruno Gavranović	2019-07-16
Adversarial Video Generation on Complex Datasets Aidan Clark • Jeff Donahue • Karen Simonyan # 1 VIDEO GENERATION ON KINETICS-600 12 FRAMES, 64X64	2019-07-15
Detecting and Simulating Artifacts in GAN Fake Images \| Xu Zhang • Svebor Karaman • Shih-Fu Chang	2019-07-15
Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning Ying Da Wang • Ryan T. Armstrong • Peyman Mostaghimi	2019-07-15
Multi-Speaker End-to-End Speech Synthesis Jihyun Park • Kexin Zhao • Kainan Peng • Wei Ping	2019-07-09
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation \| Shuo Zhang • Lei Xie # 2 GRAPH CLASSIFICATION ON REDDIT-B	2019-07-04
Self-supervised Learning of Interpretable Keypoints from Unlabelled Videos Tomas Jakab • Ankush Gupta • Hakan Bilen • Andrea Vedaldi	2019-07-03
Landmark Assisted CycleGAN for Cartoon Face Generation Ruizheng Wu • Xiaodong Gu • Xin Tao • Xiaoyong Shen • Yu-Wing Tai • Jiaya Jia	2019-07-02
Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography \| Mohammad Eslami • Solale Tabarestani • Shadi Albarqouni • Ehsan Adeli • Nassir Navab • Malek Adjouadi	2019-06-24
Optimal Unsupervised Domain Translation Emmanuel de Bézenac • Ibrahim Ayed • Patrick Gallinari	2019-06-04
Enhanced Pix2pix Dehazing Network Yanyun Qu • Yizi Chen • Jingying Huang • Yuan Xie	2019-06-01
Adaptive Transfer Network for Cross-Domain Person Re-Identification Jiawei Liu • Zheng-Jun Zha • Di Chen • Richang Hong • Meng Wang	2019-06-01
Unsupervised Classification of Street Architectures Based on InfoGAN Ning Wang • Xianhan Zeng • Renjie Xie • Zefei Gao • Yi Zheng • Ziran Liao • Junyan Yang • Qiao Wang	2019-05-30
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks Ranjith Dinakaran • Philip Easom • Li Zhang • Ahmed Bouridane • Richard Jiang • Eran Edirisinghe	2019-05-29
Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators \| Daniel Stoller • Sebastian Ewert • Simon Dixon	2019-05-29
Emergence of Object Segmentation in Perturbed Generative Models \| Adam Bielski • Paolo Favaro	2019-05-29
Light-Weight RetinaNet for Object Detection \| Yixing Li • Fengbo Ren	2019-05-24
Non-Autoregressive Neural Text-to-Speech \| Kainan Peng • Wei Ping • Zhao Song • Kexin Zhao	2019-05-21
Deep Compressed Sensing \| Yan Wu • Mihaela Rosca • Timothy Lillicrap	2019-05-16
Learning to Groove with Inverse Sequence Transformations Jon Gillick • Adam Roberts • Jesse Engel • Douglas Eck • David Bamman	2019-05-14
Learning Robotic Manipulation through Visual Planning and Acting Angelina Wang • Thanard Kurutach • Kara Liu • Pieter Abbeel • Aviv Tamar	2019-05-11
Cyclone intensity estimate with context-aware cyclegan Yajing Xu • Haitao Yang • Mingfei Cheng • Si Li	2019-05-11
Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks Victor Schmidt • Alexandra Luccioni • S. Karthik Mukkavilli • Narmada Balasooriya • Kris Sankaran • Jennifer Chayes • Yoshua Bengio	2019-05-02
Feed-forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers Alexander Shekhovtsov • Boris Flach	2019-05-01
Deli-Fisher GAN: Stable and Efficient Image Generation With Structured Latent Generative Space Boli Fang • Chuck Jia • Miao Jiang • Dhawal Chaturvedi	2019-05-01
IB-GAN: Disentangled Representation Learning with Information Bottleneck GAN Insu Jeon • Wonkwang Lee • Gunhee Kim	2019-05-01
Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks Peng Jia • Yifei Zhao • Gang Xue • Dongmei Cai	2019-04-29
Neural source-filter waveform models for statistical parametric speech synthesis Xin Wang • Shinji Takaki • Junichi Yamagishi	2019-04-27
Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks Kyongsik Yun • Kevin Yu • Joseph Osborne • Sarah Eldin • Luan Nguyen • Alexander Huyen • Thomas Lu	2019-04-25
Face Video Generation from a Single Image and Landmarks Kritaphat Songsri-in • Stefanos Zafeiriou	2019-04-25
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs \| Javad Amirian • Jean-Bernard Hayet • Julien Pettre # 1 TRAJECTORY PREDICTION ON HOTEL BIWI WALKING PEDESTRIANS DATASET	2019-04-20
Facial Feature Embedded CycleGAN for VIS-NIR Translation Huijiao Wang • Li Wang • Xulei Yang • Lei Yu • Haijian Zhang	2019-04-20
Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training Vassili Kovalev • Siarhei Kazlouski	2019-04-18
Improved Precision and Recall Metric for Assessing Generative Models \| Tuomas Kynkäänniemi • Tero Karras • Samuli Laine • Jaakko Lehtinen • Timo Aila # 4 IMAGE GENERATION ON FFHQ	2019-04-15
Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition \| Jong-Hyeon Park • Myungwoo Oh • Hyung-Min Park	2019-04-12
CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion \| Takuhiro Kaneko • Hirokazu Kameoka • Kou Tanaka • Nobukatsu Hojo	2019-04-09
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? \| Rameen Abdal • Yipeng Qin • Peter Wonka	2019-04-05
SRGAN: Training Dataset Matters Nao Takano • Gita Alaghband	2019-03-24
Harmonic Unpaired Image-to-image Translation Rui Zhang • Tomas Pfister • Jia Li	2019-02-26
DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet Meiyu Li • Hailiang Tang • Michael D. Chan • Xiaobo Zhou • Xiaohua Qian	2019-02-16
Reversible GANs for Memory-efficient Image-to-Image Translation \| Tycho F. A. van der Ouderaa • Daniel E. Worrall	2019-02-07
Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video Süleyman Aslan • Uğur Güdükbay • B. Uğur Töreyin • A. Enis Çetin	2019-02-05
End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks Wei Liu • Xianxu Hou • Jiang Duan • Guoping Qiu	2019-02-04
Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning Peter Klages • Ilyes Benslimane • Sadegh Riyahi • Jue Jiang • Margie Hunt • Joe Deasy • Harini Veeraraghavan • Neelam Tyagi	2019-02-01
Generative Adversarial Networks for geometric surfaces prediction in injection molding Pierre Nagorny • Thomas Lacombe • Hugues Favreliere • Maurice Pillet • Eric Pairel • Ronan Le Goff • Marlene Wali • Jerome Loureaux • Patrice Kiener	2019-01-29
Heartbeat Anomaly Detection using Adversarial Oversampling \| Jefferson L. P. Lima • David Macêdo • Cleber Zanchettin	2019-01-28
Learning to Clean: A GAN Perspective Monika Sharma • Abhishek Verma • Lovekesh Vig	2019-01-28
Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation Philipp Seeböck • David Romo-Bucheli • Sebastian Waldstein • Hrvoje Bogunović • José Ignacio Orlando • Bianca S. Gerendas • Georg Langs • Ursula Schmidt-Erfurth	2019-01-24
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis Zhaoyang Xu • Carlos Fernández Moro • Béla Bozóky • Qianni Zhang	2019-01-13
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation \| Kishan Babu Kancharagunta • Shiv Ram Dubey	2019-01-11
How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach Jin Zhu • Guang Yang • Pietro Lio	2019-01-10
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization Tian Xia • Agisilaos Chartsias • Sotirios A. Tsaftaris	2019-01-10
Improving MMD-GAN Training with Repulsive Loss Function \| Wei Wang • Yuan Sun • Saman Halgamuge # 6 IMAGE GENERATION ON STL-10	2018-12-24
Training on Art Composition Attributes to Influence CycleGAN Art Generation Holly Grimm	2018-12-19
RankGAN: A Maximum Margin Ranking GAN for Generating Faces \| Rahul Dey • Felix Juefei-Xu • Vishnu Naresh Boddeti • Marios Savvides	2018-12-19
SREdgeNet: Edge Enhanced Single Image Super Resolution using Dense Edge Detection Network and Feature Merge Network Kwanyoung Kim • Se Young Chun	2018-12-18
DLOW: Domain Flow for Adaptation and Generalization \| Rui Gong • Wen Li • Yu-Hua Chen • Luc van Gool	2018-12-13
A Style-Based Generator Architecture for Generative Adversarial Networks \| Tero Karras • Samuli Laine • Timo Aila # 1 IMAGE GENERATION ON LSUN BEDROOM 256 X 256	2018-12-12
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection Eric Tzeng • Kaylee Burns • Kate Saenko • Trevor Darrell	2018-12-03
Unsupervised Domain Adaptation using Generative Models and Self-ensembling Eman T. Hassan • Xin Chen • David Crandall	2018-12-02
Metropolis-Hastings Generative Adversarial Networks \| Ryan Turner • Jane Hung • Eric Frank • Yunus Saatci • Jason Yosinski	2018-11-28
Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN K M Arefeen Sultan • Labiba Kanij Rupty • Nahidul Islam Pranto • Sayed Khan Shuvo • Mohammad Imrul Jubair	2018-11-28
MR-GAN: Manifold Regularized Generative Adversarial Networks Qunwei Li • Bhavya Kailkhura • Rushil Anirudh • Yi Zhou • Yingbin Liang • Pramod Varshney	2018-11-22
Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks \| Anton S. Becker • Lukas Jendele • Ondrej Skopek • Nicole Berger • Soleen Ghafoor • Magda Marcon • Ender Konukoglu	2018-11-19
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling \| Haoran You • Yu Cheng • Tianheng Cheng • ChunLiang Li • Pan Zhou	2018-11-19
Deep Learning based Pedestrian Detection at Distance in Smart Cities Ranjith K Dinakaran • Philip Easom • Ahmed Bouridane • Li Zhang • Richard Jiang • Fozia Mehboob • Abdul Rauf	2018-11-18
Guiding the One-to-one Mapping in CycleGAN via Optimal Transport Guansong Lu • Zhiming Zhou • Yuxuan Song • Kan Ren • Yong Yu	2018-11-15
How Well Generative Adversarial Networks Learn Distributions Tengyuan Liang	2018-11-07
Student's t-Generative Adversarial Networks Jinxuan Sun • Guoqiang Zhong • Yang Chen • Yongbin Liu • Tao Li • Zhongwen Guo	2018-11-06
Bi-GANs-ST for Perceptual Image Super-resolution Xiaotong Luo • Rong Chen • Yuan Xie • Yanyun Qu • Cuihua Li	2018-11-01
Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech \| Li-Wei Chen • Hung-Yi Lee • Yu Tsao	2018-10-30
Refacing: reconstructing anonymized facial features using GANs \| David Abramian • Anders Eklund	2018-10-15
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach Amal Lahiani • Jacob Gildenblat • Irina Klaman • Shadi Albarqouni • Nassir Navab • Eldad Klaiman	2018-10-15
Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks \| Xuan Gu • Hans Knutsson • Markus Nilsson • Anders Eklund	2018-10-05
Super-Resolution via Conditional Implicit Maximum Likelihood Estimation Ke Li • Shichong Peng • Jitendra Malik	2018-10-02
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping Huan Fu • Mingming Gong • Chaohui Wang • Kayhan Batmanghelich • Kun Zhang • DaCheng Tao	2018-09-16
Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN Heran Yang • Jian Sun • Aaron Carass • Can Zhao • Junghoon Lee • Zongben Xu • Jerry Prince	2018-09-12
Stochastic Gradient Descent Learns State Equations with Nonlinear Activations Samet Oymak	2018-09-09
GANs beyond divergence minimization \| Alexia Jolicoeur-Martineau	2018-09-06
Generating Highly Realistic Images of Skin Lesions with GANs Christoph Baur • Shadi Albarqouni • Nassir Navab	2018-09-05
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks \| Xintao Wang • Ke Yu • Shixiang Wu • Jinjin Gu • Yihao Liu • Chao Dong • Chen Change Loy • Yu Qiao • Xiaoou Tang # 2 FACE HALLUCINATION ON FFHQ 512 X 512 - 16X UPSCALING	2018-09-01
Wide Activation for Efficient and Accurate Image Super-Resolution \| Jiahui Yu • Yuchen Fan • Jianchao Yang • Ning Xu • Zhaowen Wang • Xinchao Wang • Thomas Huang # 2 MULTI-FRAME SUPER-RESOLUTION ON PROBA-V	2018-08-27
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization Gang Wang • Georgios B. Giannakis • Jie Chen	2018-08-14
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks Chengjia Wang • Gillian Macnaught • Giorgos Papanastasiou • Tom MacGillivray • David Newby	2018-08-12
Effectiveness of Scaled Exponentially-Regularized Linear Units (SERLUs) G. Zhang • H. Li	2018-07-26
ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech \| Wei Ping • Kainan Peng • Jitong Chen	2018-07-19
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution \| Rosanne Liu • Joel Lehman • Piero Molino • Felipe Petroski Such • Eric Frank • Alex Sergeev • Jason Yosinski # 297 IMAGE CLASSIFICATION ON IMAGENET	2018-07-09
The relativistic discriminator: a key element missing from standard GAN \| Alexia Jolicoeur-Martineau # 1 IMAGE GENERATION ON CAT 256X256	2018-07-02
Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation \| Ehsan Hosseini-Asl • Yingbo Zhou • Caiming Xiong • Richard Socher	2018-07-01
Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT \| Per Welander • Simon Karlsson • Anders Eklund	2018-06-20
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models \| Shengjia Zhao • Jiaming Song • Stefano Ermon	2018-06-18
On Latent Distributions Without Finite Mean in Generative Models Damian Leśniak • Igor Sieradzki • Igor Podolak	2018-06-05
Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced Simon S. Du • Wei Hu • Jason D. Lee	2018-06-04
Pathology Segmentation using Distributional Differences to Images of Healthy Origin Simon Andermatt • Antal Horváth • Simon Pezold • Philippe Cattin	2018-05-25
A Tropical Approach to Neural Networks with Piecewise Linear Activations Vasileios Charisopoulos • Petros Maragos	2018-05-22
Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing \| Deniz Engin • Anıl Genç • Hazim Kemal Ekenel # 3 IMAGE DEHAZING ON O-HAZE	2018-05-14
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs Christoph Baur • Shadi Albarqouni • Nassir Navab	2018-04-12
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform \| Xintao Wang • Ke Yu • Chao Dong • Chen Change Loy # 49 IMAGE SUPER-RESOLUTION ON BSD100 - 4X UPSCALING	2018-04-09
Language Modeling with Generative AdversarialNetworks Mehrad Moradshahi • Utkarsh Contractor	2018-04-08
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis Chih-Wei Lee • Yau-Shian Wang • Tsung-Yuan Hsu • Kuan-Yu Chen • Hung-Yi Lee • Lin-shan Lee	2018-04-07
Mix and match networks: encoder-decoder alignment for zero-pair image translation \| Yaxing Wang • Joost Van de Weijer • Luis Herranz	2018-04-06
High-quality nonparallel voice conversion based on cycle-consistent adversarial network Fuming Fang • Junichi Yamagishi • Isao Echizen • Jaime Lorenzo-Trueba	2018-04-02
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size Yuta Hiasa • Yoshito Otake • Masaki Takao • Takumi Matsuoka • Kazuma Takashima • Jerry L. Prince • Nobuhiko Sugano • Yoshinobu Sato	2018-03-18
Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild \| Luan Tran • Kihyuk Sohn • Xiang Yu • Xiaoming Liu • Manmohan Chandraker	2018-02-28
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data \| Amjad Almahairi • Sai Rajeswar • Alessandro Sordoni • Philip Bachman • Aaron Courville	2018-02-27
Spectral Normalization for Generative Adversarial Networks \| Takeru Miyato • Toshiki Kataoka • Masanori Koyama • Yuichi Yoshida # 7 IMAGE GENERATION ON STL-10	2018-02-16
Tempered Adversarial Networks Mehdi S. M. Sajjadi • Giambattista Parascandolo • Arash Mehrjou • Bernhard Schölkopf	2018-02-12
Adversarial Audio Synthesis \| Chris Donahue • Julian McAuley • Miller Puckette	2018-02-12
Invertible Autoencoder for domain adaptation Yunfei Teng • Anna Choromanska • Mariusz Bojarski	2018-02-10
A Generalization Method of Partitioned Activation Function for Complex Number HyeonSeok Lee • Hyo Seon Park	2018-02-08
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning Atanas Mirchev • Seyed-Ahmad Ahmadi	2018-01-26
Unsupervised Cipher Cracking Using Discrete GANs \| Aidan N. Gomez • Sicong Huang • Ivan Zhang • Bryan M. Li • Muhammad Osama • Lukasz Kaiser	2018-01-15
The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling Shengjia Zhao • Jiaming Song • Stefano Ermon	2018-01-01
Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study David Macêdo • Cleber Zanchettin • Adriano L. I. Oliveira • Teresa Ludermir	2018-01-01
The Multilinear Structure of ReLU Networks Thomas Laurent • James Von Brecht	2017-12-29
ComboGAN: Unrestrained Scalability for Image Domain Translation \| Asha Anoosheh • Eirikur Agustsson • Radu Timofte • Luc Van Gool # 6 FACIAL EXPRESSION TRANSLATION ON CELEBA	2017-12-19
On the Effectiveness of Least Squares Generative Adversarial Networks \| Xudong Mao • Qing Li • Haoran Xie • Raymond Y. K. Lau • Zhen Wang • Stephen Paul Smolley	2017-12-18
CycleGAN, a Master of Steganography Casey Chu • Andrey Zhmoginov • Mark Sandler	2017-12-08
ObamaNet: Photo-realistic lip-sync from text \| Rithesh Kumar • Jose Sotelo • Kundan Kumar • Alexandre de Brebisson • Yoshua Bengio	2017-12-06
Bayesian GAN \| Yunus Saatci • Andrew G. Wilson	2017-12-01
Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks \| Takuhiro Kaneko • Hirokazu Kameoka	2017-11-30
Unpaired Photo-to-Caricature Translation on Faces in the Wild \| Ziqiang Zheng • Wang Chao • Zhibin Yu • Nan Wang • Haiyong Zheng • Bing Zheng	2017-11-29
Camera Style Adaptation for Person Re-identification \| Zhun Zhong • Liang Zheng • Zhedong Zheng • Shaozi Li • Yi Yang # 47 PERSON RE-IDENTIFICATION ON DUKEMTMC-REID	2017-11-28
Pulsar Candidate Identification with Artificial Intelligence Techniques Ping Guo • Fuqing Duan • Pei Wang • Yao Yao • Qian Yin • Xin Xin	2017-11-27
Invariance of Weight Distributions in Rectified MLPs Russell Tsuchida • Farbod Roosta-Khorasani • Marcus Gallagher	2017-11-24
Adversarial Transfer Learning for Cross-domain Visual Recognition Shan-Shan Wang • Lei Zhang • JingRu Fu	2017-11-24
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification \| Weijian Deng • Liang Zheng • Qixiang Ye • Guoliang Kang • Yi Yang • Jianbin Jiao # 2 UNSUPERVISED PERSON RE-IDENTIFICATION ON MSMT17->DUKEMTMC-REID	2017-11-19
High-Resolution Deep Convolutional Generative Adversarial Networks \| Joachim D. Curtó • Irene C. Zarza • Fernando de la Torre • Irwin King • Michael R. Lyu # 1 IMAGE GENERATION ON CELEBA 128X128	2017-11-17
Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels Kai Zhong • Zhao Song • Inderjit S. Dhillon	2017-11-08
SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data Alon Brutzkus • Amir Globerson • Eran Malach • Shai Shalev-Shwartz	2017-10-27
Progressive Growing of GANs for Improved Quality, Stability, and Variation \| Tero Karras • Timo Aila • Samuli Laine • Jaakko Lehtinen # 1 IMAGE GENERATION ON CELEBA-HQ 256X256	2017-10-27
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks \| Lidan Wang • Vishwanath A. Sindagi • Vishal M. Patel # 2 FACE SKETCH SYNTHESIS ON CUHK	2017-10-27
Face Transfer with Generative Adversarial Network Runze Xu • Zhiming Zhou • Wei-Nan Zhang • Yong Yu	2017-10-17
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network Mario Valerio Giuffrida • Hanno Scharr • Sotirios A. Tsaftaris	2017-09-04
Statistics of Deep Generated Images \| Yu Zeng • Huchuan Lu • Ali Borji	2017-08-09
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium \| Martin Heusel • Hubert Ramsauer • Thomas Unterthiner • Bernhard Nessler • Sepp Hochreiter # 1 IMAGE GENERATION ON LSUN BEDROOM 64 X 64	2017-06-26
Towards Grounding Conceptual Spaces in Neural Representations Lucas Bechberger • Kai-Uwe Kühnberger	2017-06-15
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI \| Morteza Mardani • Enhao Gong • Joseph Y. Cheng • Shreyas Vasanawala • Greg Zaharchuk • Marcus Alley • Neil Thakur • Song Han • William Dally • John M. Pauly • Lei Xing	2017-05-31
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu • Yu-Wing Tai • Chi-Keung Tang	2017-05-28
Bayesian GAN \| Yunus Saatchi • Andrew Gordon Wilson	2017-05-26
Continual Learning with Deep Generative Replay \| Hanul Shin • Jung Kwon Lee • Jaehong Kim • Jiwon Kim	2017-05-24
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks \| Chris Donahue • Zachary C. Lipton • Akshay Balsubramani • Julian McAuley	2017-05-22
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework \| Irina Higgins • Loic Matthey • Arka Pal • Christopher Burgess • Xavier Glorot • Matthew Botvinick • Shakir Mohamed • Alexander Lerchner	2017-04-26
Improved Training of Wasserstein GANs \| Ishaan Gulrajani • Faruk Ahmed • Martin Arjovsky • Vincent Dumoulin • Aaron Courville # 2 IMAGE GENERATION ON CAT 256X256	2017-03-31
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks \| Jun-Yan Zhu • Taesung Park • Phillip Isola • Alexei A. Efros # 1 IMAGE-TO-IMAGE TRANSLATION ON PHOTO2VANGOGH	2017-03-30
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation \| Jianwei Yang • Anitha Kannan • Dhruv Batra • Devi Parikh # 3 IMAGE GENERATION ON CUB 128 X 128	2017-03-05
Image Generation and Editing with Variational Info Generative AdversarialNetworks Mahesh Gorijala • Ambedkar Dukkipati	2017-01-17
Handwriting Profiling using Generative Adversarial Networks Arna Ghosh • Biswarup Bhattacharya • Somnath Basu Roy Chowdhury	2016-11-27
Image-to-Image Translation with Conditional Adversarial Networks \| Phillip Isola • Jun-Yan Zhu • Tinghui Zhou • Alexei A. Efros # 1 IMAGE-TO-IMAGE TRANSLATION ON AERIAL-TO-MAP	2016-11-21
Temporal Generative Adversarial Nets with Singular Value Clipping \| Masaki Saito • Eiichi Matsumoto • Shunta Saito # 4 VIDEO GENERATION ON UCF-101 16 FRAMES, 64X64, UNCONDITIONAL	2016-11-21
Least Squares Generative Adversarial Networks \| Xudong Mao • Qing Li • Haoran Xie • Raymond Y. K. Lau