Title
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou M. Kalra Ge Wang GAN MedIm 32 1,189 0 03 Aug 2017
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Joint Transmission Map Estimation and Dehazing using Deep Networks He Zhang Vishwanath A. Sindagi Vishal M. Patel 41 130 0 02 Aug 2017
Learning to Hallucinate Face Images via Component Generation and Enhancement Yibing Song Jiawei Zhang Shengfeng He Linchao Bao Qingxiong Yang SupR 34 102 0 01 Aug 2017
Image Denoising via CNNs: An Adversarial Approach Nithish Divakar R. Venkatesh Babu SupR 10 69 0 01 Aug 2017
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TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Luo Mai Fangde Liu A. Oehmichen Simiao Yu Yike Guo 59 114 0 26 Jul 2017
Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning Yukai Shi Keze Wang Chongyu Chen Li Xu Liang Lin SupR 31 57 0 26 Jul 2017
Linear Discriminant Generative Adversarial Networks Zhun Sun Mete Ozay Takayuki Okatani GAN 32 1 0 25 Jul 2017
Generative OpenMax for Multi-Class Open Set Classification Zongyuan Ge S. Demyanov Zetao Chen R. Garnavi VLM 25 375 0 24 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 20 265 0 21 Jul 2017
The Devil is in the Decoder: Classification, Regression and GANs Z. Wojna V. Ferrari S. Guadarrama N. Silberman Liang-Chieh Chen Alireza Fathi J. Uijlings 37 94 0 18 Jul 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 33 412 0 18 Jul 2017
APE-GAN: Adversarial Perturbation Elimination with GAN Shiwei Shen Guoqing Jin Feng Dai Yongdong Zhang GAN 24 215 0 18 Jul 2017
Stable Distribution Alignment Using the Dual of the Adversarial Distance Ben Usman Kate Saenko Brian Kulis 27 3 0 13 Jul 2017
Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize Andrew P. Aitken C. Ledig Lucas Theis Jose Caballero Zehan Wang Wenzhe Shi 22 178 0 10 Jul 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 64 5,843 0 10 Jul 2017
Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks Zackory M. Erickson Sonia Chernova Charles C. Kemp GAN 16 42 0 10 Jul 2017
Self Adversarial Training for Human Pose Estimation Chia-Jung Chou Jui-Ting Chien Hwann-Tzong Chen GAN 144 161 0 08 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas Olga Diamanti Ioannis Mitliagkas Leonidas J. Guibas 3DV 3DPC 36 88 0 08 Jul 2017
Generative Adversarial Models for People Attribute Recognition in Surveillance Matteo Fabbri Simone Calderara Rita Cucchiara GAN CVBM 34 39 0 07 Jul 2017
AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie GAN 36 20 0 05 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
High-Quality Face Image SR Using Conditional Generative Adversarial Networks Huang Bin Weihai Chen Xingming Wu Chun-Liang Lin GAN CVBM 16 20 0 04 Jul 2017
End-to-End Learning of Video Super-Resolution with Motion Compensation Osama Makansi Eddy Ilg Thomas Brox SupR 36 54 0 03 Jul 2017
Perceptual Adversarial Networks for Image-to-Image Transformation Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao GAN 40 361 0 28 Jun 2017
Super-Resolution via Deep Learning K. Hayat SupR 46 91 0 28 Jun 2017
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium M. Heusel Hubert Ramsauer Thomas Unterthiner Bernhard Nessler Sepp Hochreiter 41 461 0 26 Jun 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 6 718 0 16 Jun 2017
Gradient descent GAN optimization is locally stable Vaishnavh Nagarajan J. Zico Kolter GAN 48 348 0 13 Jun 2017
Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy Larissa Heinrich J. Bogovic S. Saalfeld 11 42 0 09 Jun 2017
Enhancing SDO/HMI images using deep learning C. D. Baso A. Ramos 17 52 0 09 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 66 772 0 08 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 38 136 0 05 Jun 2017
Depth Structure Preserving Scene Image Generation Wendong Zhang Bingbing Ni Yichao Yan Jingwei Xu Xiaokang Yang GAN 35 4 0 01 Jun 2017
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI Morteza Mardani Enhao Gong Joseph Y. Cheng S. Vasanawala Greg Zaharchuk ... Neil Thakur Song Han W. Dally John M. Pauly Lei Xing MedIm GAN 17 156 0 31 May 2017
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision H. Tung Adam W. Harley William Seto Katerina Fragkiadaki GAN 27 156 0 31 May 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 26 331 0 31 May 2017
The Numerics of GANs L. Mescheder Sebastian Nowozin Andreas Geiger GAN 45 455 0 30 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 37 78 0 28 May 2017
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 24 119 0 27 May 2017
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models Aditya Grover Manik Dhar Stefano Ermon GAN 39 24 0 24 May 2017
Stabilizing GAN Training with Multiple Random Projections Behnam Neyshabur Srinadh Bhojanapalli Ayan Chakrabarti 16 82 0 22 May 2017
Convolutional Networks with MuxOut Layers as Multi-rate Systems for Image Upscaling Pablo Navarrete Michelini Hanwen Liu 17 2 0 22 May 2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas M. Heinrich Wenjia Bai ... T. Dawes D. O’Regan Bernhard Kainz Ben Glocker Daniel Rueckert 18 655 0 22 May 2017
LOGAN: Membership Inference Attacks Against Generative Models Jamie Hayes Luca Melis G. Danezis Emiliano De Cristofaro 14 104 0 22 May 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 41 137 0 22 May 2017
Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation Lei Cai Hongyang Gao Shuiwang Ji 28 68 0 19 May 2017
Relaxed Wasserstein with Applications to GANs Xin Guo Johnny Hong Tianyi Lin Nan Yang GAN 30 35 0 19 May 2017