Title
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 107 986 0 09 Apr 2018
Generative adversarial network-based approach to signal reconstruction from magnitude spectrograms Keisuke Oyamada Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo Hiroyasu Ando GAN 40 29 0 06 Apr 2018
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond Xi Ouyang Yu Cheng Yi Ding Chun-Liang Li Pan Zhou GAN 98 73 0 05 Apr 2018
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model Soheil Kolouri Phillip E. Pope Charles E. Martin Gustavo K. Rohde 70 94 0 05 Apr 2018
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning Kwan-Yee Lin Guanxiang Wang OOD 79 227 0 05 Apr 2018
Training VAEs Under Structured Residuals Garoe Dorta Sara Vicente Lourdes Agapito Neill D. F. Campbell Ivor J. A. Simpson BDL DRL 31 12 0 03 Apr 2018
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks Dongwook Lee Jaejun Yoo S. Tak J. C. Ye OOD 78 300 0 02 Apr 2018
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing Baochang Zhang Jiaxin Gu Chen Chen Jiawei Han Xiangbo Su Xianbin Cao Jianzhuang Liu 72 51 0 01 Apr 2018
Generative Adversarial Networks (GANs): What it can generate and What it cannot? P Manisha Sujit Gujar GAN 35 0 0 31 Mar 2018
Learning Beyond Human Expertise with Generative Models for Dental Restorations Jyh-Jing Hwang S. Azernikov Alexei A. Efros Stella X. Yu MedIm 54 33 0 30 Mar 2018
Learning to Anonymize Faces for Privacy Preserving Action Detection Zhongzheng Ren Yong Jae Lee Michael S. Ryoo CVBM PICV 151 205 0 30 Mar 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 79 175 0 30 Mar 2018
Dihedral angle prediction using generative adversarial networks Hyeongki Kim GAN 108 0 0 29 Mar 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 108 411 0 29 Mar 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 181 1,934 0 29 Mar 2018
Adversarial Spatio-Temporal Learning for Video Deblurring Kaihao Zhang Wenhan Luo Yiran Zhong Lin Ma Wei Liu Hongdong Li 79 164 0 28 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 67 173 0 27 Mar 2018
Correcting differences in multi-site neuroimaging data using Generative Adversarial Networks H. Nguyen R. Morris Anthony W. Harris Mayuresh S. Korgoankar F. Ramos MedIm 34 8 0 26 Mar 2018
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction D. Ravì A. Szczotka D. I. Shakir Stephen P. Pereira Tom Vercauteren 53 38 0 23 Mar 2018
What Do We Understand About Convolutional Networks? Isma Hadji Richard P. Wildes FAtt 64 99 0 23 Mar 2018
Fictitious GAN: Training GANs with Historical Models Hao Ge Yin Xia Xu Chen R. Berry Ying Nian Wu AI4CE GAN 110 29 0 23 Mar 2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari GAN 75 40 0 22 Mar 2018
Densely Connected Pyramid Dehazing Network He Zhang Vishal M. Patel 85 921 0 22 Mar 2018
Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network Hai Xuan Pham Yuting Wang Vladimir Pavlovic GAN 71 33 0 21 Mar 2018
An Improved Evaluation Framework for Generative Adversarial Networks Shaohui Liu Yi Wei Jiwen Lu Jie Zhou EGVM 59 49 0 20 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 52 254 0 20 Mar 2018
Neural Text Generation: Past, Present and Beyond Sidi Lu Yaoming Zhu Weinan Zhang Jun Wang Yong Yu 69 69 0 15 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez Itamar Talmi Firas Shama Lihi Zelnik-Manor GAN 74 94 0 13 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 82 185 0 12 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
Noise2Noise: Learning Image Restoration without Clean Data J. Lehtinen Jacob Munkberg J. Hasselgren S. Laine Tero Karras M. Aittala Timo Aila 113 1,617 0 12 Mar 2018
Cross-View Image Synthesis using Conditional GANs Krishna Regmi Ali Borji GAN 87 189 0 09 Mar 2018
Deep Semantic Face Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 94 195 0 09 Mar 2018
Motion deblurring of faces Grigorios G. Chrysos Paolo Favaro Stefanos Zafeiriou CVBM 56 30 0 08 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 92 1,332 0 07 Mar 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 245 389 0 06 Mar 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 79 161 0 05 Mar 2018
Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination Chang Liu Xiaolin Wu X. Shu 59 8 0 05 Mar 2018
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks Youngjin Kim Minjung Kim Gunhee Kim GAN 114 40 0 05 Mar 2018
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network Yuhua Chen Feng Shi A. Christodoulou Zhengwei Zhou Yibin Xie Debiao Li MedIm 85 309 0 04 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 135 87 0 01 Mar 2018
Novelty Detection with GAN M. Kliger S. Fleishman 94 57 0 28 Feb 2018
A Variational Inequality Perspective on Generative Adversarial Networks Gauthier Gidel Hugo Berard Gaëtan Vignoud Pascal Vincent Simon Lacoste-Julien GAN 156 354 0 28 Feb 2018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation Edward James Smith Scott Fujimoto David Meger SupR 70 53 0 27 Feb 2018
Solving Inverse Computational Imaging Problems using Deep Pixel-level Prior Akshat Dave Anil Kumar Vadathya R. Subramanyam R. Baburajan Kaushik Mitra 61 22 0 27 Feb 2018
Self Super-Resolution for Magnetic Resonance Images using Deep Networks Can Zhao A. Carass Blake E. Dewey Jerry L. Prince SupR 45 56 0 26 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie Ling Yang EGVM 123 305 0 26 Feb 2018
PBGen: Partial Binarization of Deconvolution-Based Generators for Edge Intelligence Jinglan Liu Jiaxin Zhang Yukun Ding Xiaowei Xu Meng Jiang Yiyu Shi 76 4 0 26 Feb 2018
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network Yanting Hu Xinbo Gao Jie Li Yuanfei Huang Hanzi Wang SupR 69 52 0 24 Feb 2018