Title
Super-Resolution via Deep Learning K. Hayat SupR 86 92 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 97 466 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 101 730 0 16 Jun 2017
Gradient descent GAN optimization is locally stable Vaishnavh Nagarajan J. Zico Kolter GAN 118 348 0 13 Jun 2017
Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy Larissa Heinrich J. Bogovic S. Saalfeld 35 42 0 09 Jun 2017
Enhancing SDO/HMI images using deep learning C. D. Baso A. Ramos 32 51 0 09 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 125 794 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 102 137 0 05 Jun 2017
Depth Structure Preserving Scene Image Generation Wendong Zhang Bingbing Ni Yichao Yan Jingwei Xu Xiaokang Yang GAN 59 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 78 157 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 100 156 0 31 May 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 101 334 0 31 May 2017
The Numerics of GANs L. Mescheder Sebastian Nowozin Andreas Geiger GAN 121 457 0 30 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 101 78 0 28 May 2017
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 152 120 0 27 May 2017
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models Aditya Grover Manik Dhar Stefano Ermon GAN 88 24 0 24 May 2017
Stabilizing GAN Training with Multiple Random Projections Behnam Neyshabur Srinadh Bhojanapalli Ayan Chakrabarti 69 83 0 22 May 2017
Convolutional Networks with MuxOut Layers as Multi-rate Systems for Image Upscaling Pablo Navarrete Michelini Hanwen Liu 33 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 90 660 0 22 May 2017
LOGAN: Membership Inference Attacks Against Generative Models Jamie Hayes Luca Melis G. Danezis Emiliano De Cristofaro 111 104 0 22 May 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 175 138 0 22 May 2017
Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation Lei Cai Hongyang Gao Shuiwang Ji 96 69 0 19 May 2017
Relaxed Wasserstein with Applications to GANs Xin Guo Johnny Hong Tianyi Lin Nan Yang GAN 93 35 0 19 May 2017
Deep De-Aliasing for Fast Compressive Sensing MRI Simiao Yu Hao Dong Guang Yang Greg Slabaugh Pier Luigi Dragotti ... Fangde Liu Simon Arridge J. Keegan D. Firmin Yike Guo MedIm OOD 73 58 0 19 May 2017
Deep adversarial neural decoding Yağmur Güçlütürk Umut Güçlü K. Seeliger Sander Erik Bosch R. Lier Marcel van Gerven 43 10 0 19 May 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 93 563 0 16 May 2017
Multi Resolution LSTM For Long Term Prediction In Neural Activity Video Yilin Song J. Viventi Yao Wang 23 1 0 08 May 2017
Generative Cooperative Net for Image Generation and Data Augmentation Qiangeng Xu Zengchang Qin T. Wan GAN 39 12 0 08 May 2017
Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking Felix Juefei Xu Vishnu Boddeti Marios Savvides GAN 58 30 0 17 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 97 632 0 13 Apr 2017
On the Effects of Batch and Weight Normalization in Generative Adversarial Networks Sitao Xiang Hao Li GAN 108 83 0 13 Apr 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 131 2,450 0 12 Apr 2017
MAGAN: Margin Adaptation for Generative Adversarial Networks Ruohan Wang Antoine Cully H. Chang Y. Demiris GAN 73 64 0 12 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Philip Torr P. Dokania GAN 117 307 0 10 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 110 506 0 10 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini A. Bimbo GAN 99 214 0 08 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 190 1,947 0 08 Apr 2017
DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks Andrey D. Ignatov Nikolay Kobyshev Radu Timofte K. Vanhoey Luc Van Gool 102 520 0 08 Apr 2017
Unsupervised Holistic Image Generation from Key Local Patches Donghoon Lee Sangdoo Yun Sungjoon Choi Hwiyeon Yoo Ming-Hsuan Yang Songhwai Oh GAN 76 11 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 201 5,557 0 30 Mar 2017
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models Jen-Hao Rick Chang Chun-Liang Li Barnabás Póczós B. Kumar Aswin C. Sankaranarayanan 80 348 0 29 Mar 2017
Learned Spectral Super-Resolution S. Galliani Charis Lanaras D. Marmanis E. Baltsavias Konrad Schindler SupR SSL 71 119 0 28 Mar 2017
Mastering Sketching: Adversarial Augmentation for Structured Prediction E. Simo-Serra S. Iizuka H. Ishikawa AAML 74 68 0 27 Mar 2017
TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network Ayushman Dash J. Gamboa Sheraz Ahmed Marcus Liwicki Muhammad Zeshan Afzal GAN 105 143 0 19 Mar 2017
Parallel Multiscale Autoregressive Density Estimation Scott E. Reed Aaron van den Oord Nal Kalchbrenner Sergio Gomez Colmenarejo Ziyun Wang Dan Belov Nando de Freitas BDL 106 207 0 10 Mar 2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks Umut Güçlü Yağmur Güçlütürk Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez R. Lier Marcel van Gerven CVBM GAN SSeg 68 19 0 09 Mar 2017
Activation Maximization Generative Adversarial Nets Zhiming Zhou Han Cai Shunlin Rong Yuxuan Song Kan Ren Weinan Zhang Yong Yu Jun Wang GAN 68 0 0 06 Mar 2017
Generative Compression Shibani Santurkar David Budden Nir Shavit VGen DiffM GAN 121 189 0 04 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 207 2,740 0 02 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 79 1,056 0 01 Mar 2017