Title
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 152 3,338 0 24 Feb 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah Chinmay Hegde GAN 138 167 0 23 Feb 2018
MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis Maneet Singh Shruti Nagpal Richa Singh Mayank Vatsa A. Majumdar CVBM SupR 23 2 0 22 Feb 2018
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 139 553 0 22 Feb 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 128 862 0 21 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks? Yingzhen Li John Bradshaw Yash Sharma AAML 102 79 0 19 Feb 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 73 155 0 18 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 161 1,691 0 15 Feb 2018
cGANs with Projection Discriminator Takeru Miyato Masanori Koyama GAN 102 772 0 15 Feb 2018
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning T. Vandal E. Kodra Jennifer Dy S. Ganguly R. Nemani A. Ganguly UQCV BDL 86 53 0 13 Feb 2018
Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network W. Dong Mingrui Yuan Xin Li Guangming Shi GAN 49 32 0 13 Feb 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 72 8 0 13 Feb 2018
Blind Image Deconvolution using Deep Generative Priors Muhammad Asim Fahad Shamshad Ali Ahmed 138 96 0 12 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 96 883 0 09 Feb 2018
Generating Triples with Adversarial Networks for Scene Graph Construction Matthew Klawonn Eric Heim GAN GNN 63 22 0 07 Feb 2018
Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets Yun Jiang Ning Tan Hai Zhang T. Peng GAN MedIm AI4CE 45 2 0 07 Feb 2018
Universal Deep Neural Network Compression Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 151 88 0 07 Feb 2018
Compressive Light Field Reconstructions using Deep Learning Mayank Gupta Arjun Jauhari K. Kulkarni Suren Jayasuriya A. Molnar Pavan Turaga 3DV 69 40 0 05 Feb 2018
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks S. Dar Mahmut Yurt Levent Karacan Aykut Erdem Erkut Erdem Tolga Çukur MedIm 107 455 0 05 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 84 119 0 01 Feb 2018
Face Aging with Contextual Generative Adversarial Nets Si Liu Yao Sun Defa Zhu Renda Bao Wei Wang Xiangbo Shu Shuicheng Yan GAN CVBM 82 111 0 01 Feb 2018
Full Image Recover for Block-Based Compressive Sensing Xuemei Xie Chenye Wang Jiang Du Guangming Shi 129 17 0 01 Feb 2018
Perceptual Compressive Sensing Jiang Du Xuemei Xie Chenye Wang Guangming Shi 104 9 0 01 Feb 2018
Single Image Reflection Removal Using Deep Encoder-Decoder Network Zhixiang Chi Xiaolin Wu X. Shu Jinjin Gu 59 29 0 31 Jan 2018
Fast and Accurate Reconstruction of Compressed Color Light Field Ofir Nabati D. Mendlovic Raja Giryes 60 23 0 31 Jan 2018
SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks Xi Cheng Xiang Li Ying Tai Jian Yang 72 57 0 31 Jan 2018
Shift-Net: Image Inpainting via Deep Feature Rearrangement Zhaoyi Yan Xiaoming Li Mu Li W. Zuo Shiguang Shan 73 451 0 29 Jan 2018
Improved Training of Generative Adversarial Networks Using Representative Features Duhyeon Bang Hyunjung Shim GAN 92 33 0 28 Jan 2018
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Wenqiang Xu Yong-Lu Li Cewu Lu ISeg 94 2 0 26 Jan 2018
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Lin Yang Ronald M. Summers MedIm 94 13 0 25 Jan 2018
Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks A. Bhunia A. Bhunia Prithaj Banerjee Aishik Konwer A. Bhowmick P. Roy Umapada Pal GAN 64 15 0 22 Jan 2018
Staff line Removal using Generative Adversarial Networks Aishik Konwer A. Bhunia A. Bhowmick A. Bhunia Prithaj Banerjee P. Roy Umapada Pal GAN 84 19 0 22 Jan 2018
Decoupled Learning for Conditional Adversarial Networks Zhifei Zhang Yang Song Hairong Qi 78 23 0 21 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 80 581 0 21 Jan 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 90 425 0 21 Jan 2018
DeepISP: Towards Learning an End-to-End Image Processing Pipeline Eli Schwartz Raja Giryes A. Bronstein VLM 79 227 0 20 Jan 2018
Visual Data Augmentation through Learning Grigorios G. Chrysos Yannis Panagakis Stefanos Zafeiriou 30 1 0 20 Jan 2018
Frame-Recurrent Video Super-Resolution Mehdi S. M. Sajjadi Raviteja Vemulapalli Matthew A. Brown SupR 109 511 0 14 Jan 2018
Deep learning for determining a near-optimal topological design without any iteration Yonggyun Yu Taeil Hur Jaeho Jung I. Jang 3DV 89 294 0 13 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 426 11,982 0 11 Jan 2018
Unsupervised Despeckling Deepak Mishra S. Chaudhury M. Sarkar A. Soin 62 1 0 10 Jan 2018
Attacking Speaker Recognition With Deep Generative Models Wilson Cai Anish Doshi Rafael Valle GAN 66 22 0 08 Jan 2018
Identity-preserving Face Recovery from Portraits Fatemeh Shiri Xin-Yao Yu Fatih Porikli Leonid Sigal Piotr Koniusz CVBM 73 15 0 08 Jan 2018
High-throughput, high-resolution registration-free generated adversarial network microscopy Hao Zhang Xinlin Xie Chunyu Fang Yicong Yang Di Jin Britton Chance Center for Biomedical Photonics GAN MedIm 59 2 0 07 Jan 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 136 696 0 06 Jan 2018
Differentially Private Releasing via Deep Generative Model (Technical Report) Xinyang Zhang S. Ji Ting Wang SyDa 80 71 0 05 Jan 2018
Deep Stacked Networks with Residual Polishing for Image Inpainting Ugur Demir Gözde B. Ünal 64 8 0 31 Dec 2017
Aerial Spectral Super-Resolution using Conditional Adversarial Networks Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew Hoffman 3DPC GAN 53 26 0 23 Dec 2017
Smart, Sparse Contours to Represent and Edit Images Tali Dekel Chuang Gan Dilip Krishnan Ce Liu William T. Freeman 3DH 71 67 0 21 Dec 2017
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 42 6 0 20 Dec 2017