Title
Generative Collaborative Networks for Single Image Super-Resolution M. Seddik M. Tamaazousti John Lin GAN SupR 19 10 0 27 Feb 2019
Hypernetwork functional image representation Sylwester Klocek Lukasz Maziarka Maciej Wołczyk Jacek Tabor Jakub Nowak Marek Śmieja SupR 3DH 29 90 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 16 98 0 26 Feb 2019
Deep Learning for Low-Dose CT Denoising Maryam Gholizadeh-Ansari J. Alirezaie P. Babyn MedIm 8 115 0 25 Feb 2019
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation Soochan Lee Junsoo Ha Gunhee Kim GAN 19 27 0 25 Feb 2019
Domain Partitioning Network Botos Csaba A. Boukhayma Viveka Kulharia A. Horváth Philip Torr GAN 11 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 22 95 0 20 Feb 2019
Vibrotactile Signal Generation from Texture Images or Attributes using Generative Adversarial Network Yusuke Ujitoko Yuki Ban GAN 21 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 30 58 0 20 Feb 2019
Fully-Featured Attribute Transfer De Xie Muli Yang Cheng Deng Wen Liu Dacheng Tao GAN DiffM 19 7 0 17 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 25 1,689 0 16 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 24 1,419 0 16 Feb 2019
Lightweight Feature Fusion Network for Single Image Super-Resolution Wenming Yang Wei Wang Xuechen Zhang Shuifa Sun Q. Liao 27 48 0 15 Feb 2019
Adversarially Approximated Autoencoder for Image Generation and Manipulation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 29 72 0 14 Feb 2019
Identity Crisis: Memorization and Generalization under Extreme Overparameterization Chiyuan Zhang Samy Bengio Moritz Hardt Michael C. Mozer Y. Singer 14 88 0 13 Feb 2019
MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation Sanghyeon Na Seungjoo Yoo Jaegul Choo 14 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 30 50 0 11 Feb 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses Ananya Uppal Shashank Singh Barnabás Póczós 30 52 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 21 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 35 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 23 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 23 3 0 07 Feb 2019
Progressive Generative Adversarial Networks for Medical Image Super resolution Dwarikanath Mahapatra Behzad Bozorgtabar GAN MedIm 19 28 0 06 Feb 2019
UrbanFM: Inferring Fine-Grained Urban Flows Keli Zhang Kun Ouyang Lin Jing Sijie Ruan Ye Liu Junbo Zhang David S. Rosenblum Yu Zheng 17 122 0 06 Feb 2019
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 33 16 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 37 20 0 01 Feb 2019
Compressing GANs using Knowledge Distillation Angeline Aguinaldo Ping Yeh-Chiang Alex Gain Ameya D. Patil Kolten Pearson S. Feizi GAN 19 83 0 01 Feb 2019
Diversity Regularized Adversarial Learning B. Ayinde Keishin Nishihama J. Zurada GAN 14 1 0 30 Jan 2019
Medical Image Super-Resolution Using a Generative Adversarial Network Yongpei Zhu Xuesheng Zhang Kehong Yuan GAN MedIm 25 2 0 30 Jan 2019
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation Zihan Ding Xiao-Yang Liu Miao Yin Lingyu Kong GAN 23 27 0 28 Jan 2019
Attribute-Guided Sketch Generation Hao Tang Xinya Chen Wei Wang Dan Xu Jason J. Corso N. Sebe Yan Yan CVBM GAN 28 23 0 28 Jan 2019
CollaGAN : Collaborative GAN for Missing Image Data Imputation Dongwook Lee Junyoung Kim Won-Jin Moon J. C. Ye VLM GAN 19 146 0 28 Jan 2019
Out-of-Sample Testing for GANs Pablo Sánchez-Martín Pablo Martínez Olmos Fernando Perez-Cruz 30 2 0 28 Jan 2019
Progressive Image Deraining Networks: A Better and Simpler Baseline Dongwei Ren W. Zuo Q. Hu Peng Fei Zhu Deyu Meng 30 777 0 26 Jan 2019
Deep Generative Learning via Variational Gradient Flow Yuan Gao Yuling Jiao Yang Wang Yao Wang Can Yang Shunkang Zhang 27 36 0 24 Jan 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 34 1 0 24 Jan 2019
Generative Adversarial Network with Multi-Branch Discriminator for Cross-Species Image-to-Image Translation Ziqiang Zheng Zhibin Yu Haiyong Zheng Yang Wu Bing Zheng Ping Lin GAN 29 4 0 24 Jan 2019
Unsupervised Image-to-Image Translation with Self-Attention Networks Taewon Kang K. Lee 17 20 0 24 Jan 2019
Can Adversarial Networks Hallucinate Occluded People With a Plausible Aspect? Federico Fulgeri Matteo Fabbri S. Alletto Simone Calderara Rita Cucchiara GAN 27 13 0 23 Jan 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 36 300 0 23 Jan 2019
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems Anna Breger J. Orlando Pavol Harar M. Dörfler S. Klimscha C. Grechenig Bianca S. Gerendas U. Schmidt-Erfurth Martin Ehler 14 15 0 22 Jan 2019
Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy D. Ravì A. Szczotka Stephen P. Pereira Tom Vercauteren SupR MedIm 39 49 0 21 Jan 2019
Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network Xiaole Zhao Huali Zhang Hangfei Liu Yun Qin Zhang Tao Xueming Zou SupR 25 24 0 19 Jan 2019
Learning a Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution Francis Tom Himanshu Sharma Dheeraj Mundhra T. R. Dastidar Debdoot Sheet SupR OOD AAML MedIm 11 10 0 18 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 21 13 0 18 Jan 2019
Generative Adversarial Classifier for Handwriting Characters Super-Resolution Zhuang Qian Kaizhu Huang Qiufeng Wang Jimin Xiao Rui Zhang GAN 25 26 0 18 Jan 2019
Joint Spatial and Layer Attention for Convolutional Networks Tony Joseph Konstantinos G. Derpanis F. Qureshi 21 0 0 16 Jan 2019
A Novel Topology Optimization Approach using Conditional Deep Learning Sharad Rawat M. Shen BDL 31 52 0 14 Jan 2019
DeepFlash: Turning a Flash Selfie into a Studio Portrait N. Capece Francesco Banterle Paolo Cignoni F. Ganovelli Roberto Scopigno U. Erra 24 22 0 14 Jan 2019
Neumann Networks for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 19 24 0 13 Jan 2019