Title
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 153 1,628 0 19 Dec 2017
ComboGAN: Unrestrained Scalability for Image Domain Translation Asha Anoosheh E. Agustsson Radu Timofte Luc Van Gool 56 203 0 19 Dec 2017
Guiding human gaze with convolutional neural networks Leon A. Gatys Matthias Kümmerer Thomas S. A. Wallis Matthias Bethge AAML CVBM 47 16 0 18 Dec 2017
Super-Resolution with Deep Adaptive Image Resampling Xu Jia Hong Chang Tinne Tuytelaars SupR 54 9 0 18 Dec 2017
On the Effectiveness of Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 69 160 0 18 Dec 2017
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 145 915 0 17 Dec 2017
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 96 858 0 17 Dec 2017
Wasserstein Distributionally Robust Optimization and Variation Regularization Rui Gao Xi Chen A. Kleywegt OOD 86 131 0 17 Dec 2017
SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution Bingzhe Wu Haodong Duan Zhichao Liu Guangyu Sun GAN 57 56 0 16 Dec 2017
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 78 127 0 15 Dec 2017
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment Hongyu Ren Diqi Chen Yizhou Wang 57 73 0 14 Dec 2017
Image Super-resolution via Feature-augmented Random Forest Hailiang Li K. Lam Miaohui Wang 43 17 0 14 Dec 2017
PacGAN: The power of two samples in generative adversarial networks Zinan Lin A. Khetan Giulia Fanti Sewoong Oh GAN 130 335 0 12 Dec 2017
Eye In-Painting with Exemplar Generative Adversarial Networks Brian Dolhansky Cristian Canton Ferrer GAN 84 109 0 11 Dec 2017
Geometry Guided Adversarial Facial Expression Synthesis Lingxiao Song Zhihe Lu Ran He Zhenan Sun Tieniu Tan GAN CVBM 71 156 0 10 Dec 2017
Multi-Scale Video Frame-Synthesis Network with Transitive Consistency Loss Zhe Hu Yinglan Ma Lizhuang Ma 46 9 0 07 Dec 2017
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs Adrian Bulat Georgios Tzimiropoulos SupR 84 306 0 07 Dec 2017
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Jifeng Wang Xiang Li Le Hui Jian Yang GAN 72 407 0 07 Dec 2017
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova François Fleuret GAN 76 57 0 06 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 226 702 0 06 Dec 2017
Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders Le Hui Xiang Li Jiaxin Chen Hongliang He Chen Gong Jian Yang 61 43 0 06 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 94 289 0 05 Dec 2017
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 100 98 0 03 Dec 2017
Spatial PixelCNN: Generating Images from Patches Nader Akoury Anh Totti Nguyen 59 4 0 03 Dec 2017
GAGAN: Geometry-Aware Generative Adversarial Networks Jean Kossaifi Linh-Tam Tran Yannis Panagakis Maja Pantic GAN 56 47 0 03 Dec 2017
Taming Adversarial Domain Transfer with Structural Constraints for Image Enhancement E. Vansteenkiste Patrick Kern GAN DiffM 26 2 0 02 Dec 2017
Compatibility Family Learning for Item Recommendation and Generation Yong-Siang Shih Kai-Yueh Chang Hsuan-Tien Lin Min Sun 75 55 0 02 Dec 2017
A Perceptual Measure for Deep Single Image Camera Calibration Yannick Hold-Geoffroy Kalyan Sunkavalli Jonathan Eisenmann Matt Fisher Emiliano Gambaretto Sunil Hadap Jean-François Lalonde 3DV 76 106 0 02 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 71 8 0 01 Dec 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 207 3,959 0 30 Nov 2017
Improving Video Generation for Multi-functional Applications Bernhard Kratzwald Zhiwu Huang D. Paudel Acharya Dinesh Luc Van Gool DiffM 77 13 0 30 Nov 2017
MR image reconstruction using deep density priors K. Tezcan Christian F. Baumgartner R. Luechinger K. Pruessmann E. Konukoglu 82 139 0 30 Nov 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 178 3,176 0 29 Nov 2017
Unpaired Photo-to-Caricature Translation on Faces in the Wild Ziqiang Zheng Chao Wang Zhibin Yu Nan Wang Haiyong Zheng Bing Zheng GAN 84 34 0 29 Nov 2017
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 89 486 0 29 Nov 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 137 1,725 0 28 Nov 2017
Adversarial Networks for Prostate Cancer Detection Simon A. A. Kohl D. Bonekamp H. Schlemmer Kaneschka Yaqubi Markus Hohenfellner B. Hadaschik J. Radtke Klaus Maier-Hein GAN MedIm 23 1 0 28 Nov 2017
Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion Rushil Anirudh Hyojin Kim Jayaraman J. Thiagarajan K. A. Mohan Kyle Champley P. Bremer 107 105 0 28 Nov 2017
Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning Marc Bosch C. Gifford Pedro A. Rodriguez GAN 60 24 0 28 Nov 2017
Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data Geonmo Gu S. T. Kim Ki Hyun Kim Wissam J. Baddar Yong Man Ro GAN CVBM 79 10 0 28 Nov 2017
Restricting Greed in Training of Generative Adversarial Network Haoxuan You Zhicheng Jiao Haojun Xu Jie Li Ying Wang Xinbo Gao GAN 29 2 0 28 Nov 2017
Recurrent Segmentation for Variable Computational Budgets Lane T. McIntosh Niru Maheswaranathan David Sussillo Jonathon Shlens SSeg VOS 89 20 0 28 Nov 2017
3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks Mengwei Ren Liang Niu Yi Fang GAN 3DPC 59 32 0 28 Nov 2017
Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery Morteza Mardani Hatef Monajemi Vardan Papyan S. Vasanawala D. Donoho John M. Pauly GAN SupR 91 54 0 27 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 79 57 0 27 Nov 2017
Pulsar Candidate Identification with Artificial Intelligence Techniques Ping Guo Fuqing Duan Pei Wang Yao Yao Qian Yin Xin Xin 24 14 0 27 Nov 2017
DeepDeblur: Fast one-step blurry face images restoration Lingxiao Wang Yali Li Shengjin Wang CVBM 45 16 0 27 Nov 2017
Personalized and Occupational-aware Age Progression by Generative Adversarial Networks Siyu Zhou Weiqiang Zhao Jiashi Feng Hanjiang Lai Yan Pan Jian Yin Shuicheng Yan CVBM 59 13 0 26 Nov 2017
Semantically Consistent Image Completion with Fine-grained Details Pengpeng Liu Xiaojuan Qi Pinjia He Yikang Li Michael R. Lyu Irwin King GAN 34 15 0 26 Nov 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 174 3,561 0 24 Nov 2017