Title
Synthetic Magnetic Resonance Images with Generative Adversarial Networks A. Delplace GAN MedIm 13 0 0 17 Jan 2020
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective Heyi Li Yuewei Lin Klaus Mueller Wei Xu GAN 36 3 0 17 Jan 2020
Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering Dezhao Wang Sifeng Xia Wenhan Yang Jiaying Liu 47 21 0 16 Jan 2020
Physics Informed Deep Learning for Transport in Porous Media. Buckley Leverett Problem Cedric G. Fraces Adrien Papaioannou H. Tchelepi AI4CE PINN 64 19 0 15 Jan 2020
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation Kancharagunta Kishan Babu S. Dubey GAN 84 21 0 15 Jan 2020
Learned Multi-View Texture Super-Resolution Audrey Richard Ian Cherabier Martin R. Oswald Vagia Tsiminaki Marc Pollefeys Konrad Schindler SupR 74 17 0 14 Jan 2020
Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution Qi. Wang Qiang Li Xuelong Li SupR 61 29 0 14 Jan 2020
High-Fidelity Synthesis with Disentangled Representation Wonkwang Lee Donggyun Kim Seunghoon Hong Honglak Lee DRL 83 66 0 13 Jan 2020
Fine-grained Image-to-Image Transformation towards Visual Recognition Wei Xiong Yutong He Yixuan Zhang Wenhan Luo Lin Ma Jiebo Luo CVBM 101 26 0 12 Jan 2020
Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN Alona Baruhov Guy Gilboa GAN 29 5 0 11 Jan 2020
AE-OT-GAN: Training GANs from data specific latent distribution Dongsheng An Yang Guo Min Zhang Xin Qi Na Lei S. Yau X. Gu DRL GAN 91 24 0 11 Jan 2020
Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Shuang Song Kunal Talwar Abhradeep Thakurta 90 84 0 10 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 179 196 0 10 Jan 2020
Fast Adaptation to Super-Resolution Networks via Meta-Learning Seobin Park Jinsu Yoo Donghyeon Cho Jiwon Kim Tae Hyun Kim SupR 62 86 0 09 Jan 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 80 28 0 08 Jan 2020
Generating Semantic Adversarial Examples via Feature Manipulation Shuo Wang Surya Nepal Carsten Rudolph M. Grobler Shangyu Chen Tianle Chen AAML 83 12 0 06 Jan 2020
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides Xiebo Geng Sibo Liu Wei Han Xu Li Jiabo Ma Jingya Yu Xiuli Liu Shaoqun Zeng Li Chen Shenghua Cheng MedIm 32 6 0 03 Jan 2020
Characteristic Regularisation for Super-Resolving Face Images Zhiyi Cheng Xiatian Zhu S. Gong CVBM 46 7 0 30 Dec 2019
Self-supervised Fine-tuning for Correcting Super-Resolution Convolutional Neural Networks Alice Lucas S. Tapia Rafael Molina Aggelos K. Katsaggelos SupR 66 0 0 30 Dec 2019
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 45 0 0 30 Dec 2019
PI-GAN: Learning Pose Independent representations for multiple profile face synthesis Hamed Alqahtani GAN CVBM 35 1 0 26 Dec 2019
Asymmetric GAN for Unpaired Image-to-image Translation Yu Li Sheng Tang Rui Zhang Yongdong Zhang Jintao Li Shuicheng Yan GAN 62 64 0 25 Dec 2019
RPGAN: GANs Interpretability via Random Routing A. Voynov Artem Babenko GAN 68 7 0 23 Dec 2019
Exploiting Style and Attention in Real-World Super-Resolution Xin Ma Yi Li Huaibo Huang Mandi Luo Ran He SupR 25 2 0 21 Dec 2019
Destruction of Image Steganography using Generative Adversarial Networks Isaac Corley Jonathan Lwowski Justin Hoffman AAML 50 13 0 20 Dec 2019
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 88 43 0 20 Dec 2019
Adversarial symmetric GANs: bridging adversarial samples and adversarial networks Faqiang Liu M. Xu Guoqi Li Jing Pei Luping Shi R. Zhao AAML GAN 49 11 0 20 Dec 2019
High Resolution Millimeter Wave Imaging For Self-Driving Cars Junfeng Guan Sohrab Madani Suraj Jog Haitham Hassanieh 45 9 0 19 Dec 2019
An Application of Generative Adversarial Networks for Super Resolution Medical Imaging Rewa Sood Binit Topiwala Karthik Choutagunta R. Sood M. Rusu MedIm GAN 42 34 0 19 Dec 2019
Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks Rewa Sood M. Rusu MedIm GAN 45 26 0 19 Dec 2019
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 137 169 0 19 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 73 24 0 18 Dec 2019
SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks Simon Msika A. Quintero Foutse Khomh AAML 18 15 0 18 Dec 2019
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics Aiqing Fang Xinbo Zhao Jiaqi Yang Yanning Zhang 41 6 0 18 Dec 2019
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications Sri Harsha Dumpala Imran A. Sheikh Rupayan Chakraborty Sunil Kumar Kopparapu GAN 23 7 0 18 Dec 2019
Progressive VAE Training on Highly Sparse and Imbalanced Data Dmitry Utyamishev Inna Partin-Vaisband DRL AI4TS 29 1 0 17 Dec 2019
AeroRIT: A New Scene for Hyperspectral Image Analysis Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew J. Hoffman SSeg 80 37 0 17 Dec 2019
Adaptive Densely Connected Super-Resolution Reconstruction Tangxin Xie Xin Yang Yu Jia Chen Zhu Xiaochuan Li 78 11 0 17 Dec 2019
Spatial-Angular Interaction for Light Field Image Super-Resolution Yingqian Wang Longguang Wang Jungang Yang W. An Jingyi Yu Yulan Guo 78 153 0 17 Dec 2019
MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Rushil Anirudh Jayaraman J. Thiagarajan B. Kailkhura T. Bremer AAML 69 44 0 16 Dec 2019
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 113 319 0 15 Dec 2019
Inferring Super-Resolution Depth from a Moving Light-Source Enhanced RGB-D Sensor: A Variational Approach Lu Sang Bjoern Haefner Zorah Lähner 3DV MDE 75 11 0 13 Dec 2019
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks Kexin Zhang Gencer Sumbul Begüm Demir GAN 59 13 0 12 Dec 2019
To See in the Dark: N2DGAN for Background Modeling in Nighttime Scene Zhenfeng Zhu Yingying Meng Deqiang Kong Xingxing Zhang Yandong Guo Yao-Min Zhao 44 15 0 12 Dec 2019
G3AN: Disentangling Appearance and Motion for Video Generation Yaohui Wang Piotr Bilinski Francois Bremond A. Dantcheva 67 5 0 11 Dec 2019
$Σ$ -net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Kerstin Hammernik 69 12 0 11 Dec 2019
Photosequencing of Motion Blur using Short and Long Exposures Vijay Rengarajan Shuo Zhao Ruiwen Zhen J. Glotzbach H. Sheikh Aswin C. Sankaranarayanan 56 11 0 11 Dec 2019
Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration Jingwen He Chao Dong Yu Qiao 63 7 0 11 Dec 2019
RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization Tianying Wang Wei Qi Toh Hao Zhang Xiuchao Sui Shaohua Li Yong Liu Wei Jing 35 28 0 11 Dec 2019
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan Shanmuganathan Raman SupR 70 17 0 09 Dec 2019