Title
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 40 15 0 16 Mar 2019
Robust Super-Resolution GAN, with Manifold-based and Perception Loss Uddeshya Upadhyay Suyash P. Awate SupR OOD 71 24 0 16 Mar 2019
Learning Super-resolution 3D Segmentation of Plant Root MRI Images from Few Examples Ali Oguz Uzman Jannis Horn Sven Behnke 24 4 0 16 Mar 2019
Detecting GAN generated Fake Images using Co-occurrence Matrices L. Nataraj Tajuddin Manhar Mohammed S. Chandrasekaran A. Flenner Jawadul H. Bappy Amit K. Roy-Chowdhury B. S. Manjunath GAN 108 271 0 15 Mar 2019
Quality-aware Unpaired Image-to-Image Translation Lei Chen Le Wu Zhenzhen Hu Ming Wang GAN 44 50 0 15 Mar 2019
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis Qi Mao Hsin-Ying Lee Hung-Yu Tseng Siwei Ma Ming-Hsuan Yang GAN 102 408 0 13 Mar 2019
Two-Stream Action Recognition-Oriented Video Super-Resolution Haochen Zhang Dong Liu Zhiwei Xiong SupR 64 46 0 13 Mar 2019
Learning to Paint With Model-based Deep Reinforcement Learning Zhewei Huang Wen Heng Shuchang Zhou GAN 117 156 0 11 Mar 2019
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering S. Kamyab Rasool Sabzi Z. Azimifar DRL 29 0 0 11 Mar 2019
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 72 27 0 06 Mar 2019
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis Mkhuseli Ngxande J. Tapamo Michael G. Burke GAN 65 8 0 06 Mar 2019
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs Karim Armanious Sherif Abdulatif Fady Aziz U. Schneider Bin Yang 75 24 0 04 Mar 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution Xuecai Hu Haoyuan Mu Xiangyu Zhang Zilei Wang Tieniu Tan Jian Sun SupR 90 407 0 03 Mar 2019
Image Super-Resolution by Neural Texture Transfer Zhifei Zhang Zhaowen Wang Zhe Lin Hairong Qi SupR 71 282 0 03 Mar 2019
Deep Learning for Multiple-Image Super-Resolution M. Kawulok Pawel Benecki Szymon Piechaczek Krzysztof Hrynczenko Daniel Kostrzewa J. Nalepa SupR 71 82 0 01 Mar 2019
Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks Joshua Peter Ebenezer Bijaylaxmi Das Sudipta Mukhopadhyay GAN 35 18 0 01 Mar 2019
GAN Based Image Deblurring Using Dark Channel Prior Shuang Zhang Ada Zhen R. Stevenson GAN 33 16 0 28 Feb 2019
Two-phase Hair Image Synthesis by Self-Enhancing Generative Model Haonan Qiu Chuan Wang Hang Zhu Xiangyu Zhu Jinjin Gu Xiaoguang Han 3DH GAN 37 12 0 28 Feb 2019
Towards Multi-pose Guided Virtual Try-on Network Haoye Dong Xiaodan Liang Bochao Wang Hanjiang Lai Jia Zhu Jian Yin 3DH 137 209 0 28 Feb 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 99 302 0 28 Feb 2019
Semi-supervised GANs to Infer Travel Modes in GPS Trajectories A. Yazdizadeh Zachary Patterson Bilal Farooq AI4TS GAN 37 11 0 27 Feb 2019
Object-driven Text-to-Image Synthesis via Adversarial Training Wenbo Li Pengchuan Zhang Lei Zhang Qiuyuan Huang Xiaodong He Siwei Lyu Jianfeng Gao GAN 101 302 0 27 Feb 2019
Generative Collaborative Networks for Single Image Super-Resolution M. Seddik M. Tamaazousti John Lin GAN SupR 60 10 0 27 Feb 2019
Hypernetwork functional image representation Sylwester Klocek Lukasz Maziarka Maciej Wołczyk Jacek Tabor Jakub Nowak Marek Śmieja SupR 3DH 156 92 0 27 Feb 2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han K. Murao T. Noguchi Yusuke Kawata F. Uchiyama L. Rundo Hideki Nakayama Shiníchi Satoh MedIm 66 100 0 26 Feb 2019
Deep Learning for Low-Dose CT Denoising Maryam Gholizadeh-Ansari J. Alirezaie P. Babyn MedIm 69 115 0 25 Feb 2019
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation Soochan Lee Junsoo Ha Gunhee Kim GAN 64 27 0 25 Feb 2019
Domain Partitioning Network Botos Csaba A. Boukhayma Viveka Kulharia A. Horváth Philip Torr GAN 36 1 0 21 Feb 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian Foster MedIm GAN 135 96 0 20 Feb 2019
Vibrotactile Signal Generation from Texture Images or Attributes using Generative Adversarial Network Yusuke Ujitoko Yuki Ban GAN 34 29 0 20 Feb 2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding Muhammad Usman Muhammad Asim S. Latif B. Lee Junaid Qadir MedIm DiffM GAN 128 59 0 20 Feb 2019
Fully-Featured Attribute Transfer De Xie Muli Yang Cheng Deng Wen Liu Dacheng Tao GAN DiffM 62 7 0 17 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 241 1,706 0 16 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 92 1,455 0 16 Feb 2019
Lightweight Feature Fusion Network for Single Image Super-Resolution Wenming Yang Wei Wang Xuechen Zhang Shuifa Sun Q. Liao 74 48 0 15 Feb 2019
Adversarially Approximated Autoencoder for Image Generation and Manipulation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 96 72 0 14 Feb 2019
Identity Crisis: Memorization and Generalization under Extreme Overparameterization Chiyuan Zhang Samy Bengio Moritz Hardt Michael C. Mozer Y. Singer 60 90 0 13 Feb 2019
MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation Sanghyeon Na Seungjoo Yoo Jaegul Choo 45 16 0 11 Feb 2019
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation Jianxin Lin Zhibo Chen Yingce Xia Sen Liu Tao Qin Jiebo Luo GAN 89 50 0 11 Feb 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses Ananya Uppal Shashank Singh Barnabás Póczós 106 53 0 09 Feb 2019
Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions Yasin Yazici Bruno Lecouat Chuan-Sheng Foo Stefan Winkler Kim-Hui Yap Georgios Piliouras V. Chandrasekhar 36 0 0 09 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 99 58 0 09 Feb 2019
Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Conditional Learning Jianwen Xie Zilong Zheng Xiaolin Fang Song-Chun Zhu Ying Nian Wu 124 4 0 07 Feb 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images Magauiya Zhussip Shakarim Soltanayev S. Chun OOD 37 3 0 07 Feb 2019
Progressive Generative Adversarial Networks for Medical Image Super resolution Dwarikanath Mahapatra Behzad Bozorgtabar GAN MedIm 58 28 0 06 Feb 2019
UrbanFM: Inferring Fine-Grained Urban Flows Yuxuan Liang Kun Ouyang Lin Jing Sijie Ruan Ye Liu Junbo Zhang David S. Rosenblum Yu Zheng 64 122 0 06 Feb 2019
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 128 17 0 02 Feb 2019
TF-Replicator: Distributed Machine Learning for Researchers P. Buchlovsky David Budden Dominik Grewe Chris Jones John Aslanides ... Aidan Clark Sergio Gomez Colmenarejo Aedan Pope Fabio Viola Dan Belov GNN OffRL AI4CE 81 20 0 01 Feb 2019
Compressing GANs using Knowledge Distillation Angeline Aguinaldo Ping Yeh-Chiang Alex Gain Ameya D. Patil Kolten Pearson Soheil Feizi GAN 77 86 0 01 Feb 2019
Diversity Regularized Adversarial Learning B. Ayinde Keishin Nishihama J. Zurada GAN 16 1 0 30 Jan 2019