Title
Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network Hai Xuan Pham Yuting Wang Vladimir Pavlovic GAN 24 33 0 21 Mar 2018
An Improved Evaluation Framework for Generative Adversarial Networks Shaohui Liu Yi Wei Jiwen Lu Jie Zhou EGVM 19 48 0 20 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 17 253 0 20 Mar 2018
Neural Text Generation: Past, Present and Beyond Sidi Lu Yaoming Zhu Weinan Zhang Jun Wang Yong Yu 9 69 0 15 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez Itamar Talmi Firas Shama Lihi Zelnik-Manor GAN 40 94 0 13 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 22 185 0 12 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 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 40 1,582 0 12 Mar 2018
Cross-View Image Synthesis using Conditional GANs Krishna Regmi Ali Borji GAN 43 185 0 09 Mar 2018
Deep Semantic Face Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 31 192 0 09 Mar 2018
Motion deblurring of faces Grigorios G. Chrysos Paolo Favaro S. Zafeiriou CVBM 30 30 0 08 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 38 1,318 0 07 Mar 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 45 386 0 06 Mar 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 29 160 0 05 Mar 2018
Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination Chang Liu Xiaolin Wu X. Shu 21 8 0 05 Mar 2018
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks Youngjin Kim Minjung Kim Gunhee Kim GAN 26 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 22 304 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 31 875 0 03 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 25 87 0 01 Mar 2018
Novelty Detection with GAN M. Kliger S. Fleishman 27 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 28 351 0 28 Feb 2018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation Edward James Smith Scott Fujimoto David Meger SupR 22 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 30 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 16 55 0 26 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie Ling Yang EGVM 32 304 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 41 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 30 52 0 24 Feb 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 56 3,287 0 24 Feb 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah Chinmay Hegde GAN 21 163 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 15 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 29 547 0 22 Feb 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 54 846 0 21 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks? Yingzhen Li John Bradshaw Yash Sharma AAML 57 78 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 24 154 0 18 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 63 1,662 0 15 Feb 2018
cGANs with Projection Discriminator Takeru Miyato Masanori Koyama GAN 27 767 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 32 52 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 41 32 0 13 Feb 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 40 8 0 13 Feb 2018
Blind Image Deconvolution using Deep Generative Priors Muhammad Asim Fahad Shamshad Ali Ahmed 48 94 0 12 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 37 866 0 09 Feb 2018
Generating Triples with Adversarial Networks for Scene Graph Construction Matthew Klawonn Eric Heim GAN GNN 35 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 18 2 0 07 Feb 2018
Universal Deep Neural Network Compression Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 86 86 0 07 Feb 2018
Compressive Light Field Reconstructions using Deep Learning Mayank Gupta Arjun Jauhari K. Kulkarni Suren Jayasuriya A. Molnar Pavan Turaga 3DV 23 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 39 444 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 19 115 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 29 111 0 01 Feb 2018
Full Image Recover for Block-Based Compressive Sensing Xuemei Xie Chenye Wang Jiang Du Guangming Shi 38 16 0 01 Feb 2018
Perceptual Compressive Sensing Jiang Du Xuemei Xie Chenye Wang Guangming Shi 32 9 0 01 Feb 2018