Learning from Simulated and Unsupervised Images through Adversarial Training

22 December 2016

Tomas Pfister

Papers citing "Learning from Simulated and Unsupervised Images through Adversarial Training"

50 / 314 papers shown

Title
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet Sizhe Chen Zhengbao He Chengjin Sun Jie-jin Yang Xiaolin Huang AAML 31 104 0 16 Jan 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 28 38 0 15 Jan 2020
Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation Lingjie Liu Weipeng Xu Marc Habermann Michael Zollhoefer Florian Bernard Hyeongwoo Kim Wenping Wang Christian Theobalt 3DH 19 20 0 14 Jan 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 24 50 0 14 Jan 2020
Towards GAN Benchmarks Which Require Generalization Ishaan Gulrajani Colin Raffel Luke Metz 24 57 0 10 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui Yanwei Fu David J. Crandall 16 37 0 17 Nov 2019
Unsupervised Representation Learning for Gaze Estimation Yu Yu J. Odobez 3DH CVBM 31 92 0 16 Nov 2019
Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication Ali Taleb Ieee Walid Saad Fellow Ieee Mohammad Mozaffari Member Ieee H. Vincent Poor Fellow 11 91 0 01 Nov 2019
Cross-Domain Face Synthesis using a Controllable GAN F. Mokhayeri K. Kamali Eric Granger CVBM 33 17 0 31 Oct 2019
Real-time Convolutional Networks for Depth-based Human Pose Estimation Á. Martínez-González M. Villamizar Olivier Canévet J. Odobez 3DH 27 27 0 30 Oct 2019
On the Benefit of Adversarial Training for Monocular Depth Estimation R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink GAN MDE 12 29 0 29 Oct 2019
Few-shot Video-to-Video Synthesis Ting-Chun Wang Ming Liu Andrew Tao Guilin Liu Jan Kautz Bryan Catanzaro DiffM VGen 53 367 0 28 Oct 2019
Generative Modeling for Small-Data Object Detection Lanlan Liu Michael Muelly Jia Deng Tomas Pfister Li-Jia Li ObjD MedIm 30 63 0 16 Oct 2019
Semantic Understanding of Foggy Scenes with Purely Synthetic Data Martin Hahner Dengxin Dai Daniel Gehrig Jan-Nico Zaech Luc Van Gool 32 61 0 09 Oct 2019
On the estimation of the Wasserstein distance in generative models Thomas Pinetz Daniel Soukup Thomas Pock GAN 19 9 0 02 Oct 2019
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition H. Nazki Sook Yoon A. Fuentes D. Park GAN MedIm 27 152 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning Cong Hu Zhenhua Feng Xiaojun Wu J. Kittler CVBM GAN DRL 24 11 0 19 Sep 2019
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation Samarth Shukla Luc Van Gool Radu Timofte VLM 24 9 0 18 Sep 2019
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Umberto Michieli Matteo Biasetton Gianluca Agresti Pietro Zanuttigh GAN 13 58 0 02 Sep 2019
EyeNet: A Multi-Task Network for Off-Axis Eye Gaze Estimation and User Understanding Zhengyang Wu Srivignesh Rajendran Tarrence van As Joelle Zimmermann Vijay Badrinarayanan Andrew Rabinovich 19 12 0 24 Aug 2019
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon VGen 33 38 0 21 Aug 2019
Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery J. Howe Kyle Pula Aaron A. Reite GAN 39 13 0 10 Aug 2019
Point Cloud Super Resolution with Adversarial Residual Graph Networks Huikai Wu Junge Zhang Kaiqi Huang 3DPC 22 47 0 06 Aug 2019
Efficient Multi-Domain Network Learning by Covariance Normalization Yunsheng Li Nuno Vasconcelos OOD 22 32 0 24 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 24 116 0 12 Jun 2019
The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis Cynthia Rudin David Carlson HAI 30 34 0 04 Jun 2019
Example-Guided Style Consistent Image Synthesis from Semantic Labeling Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song-Hai Zhang P. Hall Shimin Hu GAN 21 86 0 04 Jun 2019
Partial Scanning Transmission Electron Microscopy with Deep Learning Jeffrey M. Ede R. Beanland MedIm 21 22 0 31 May 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 21 157 0 31 May 2019
Characterizing Bias in Classifiers using Generative Models Daniel J. McDuff Shuang Ma Yale Song Ashish Kapoor 31 47 0 30 May 2019
Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis Behzad Bozorgtabar Mohammad Saeed Rad H. K. Ekenel Jean-Philippe Thiran CVBM 28 19 0 17 May 2019
Non-Parametric Priors For Generative Adversarial Networks Rajhans Singh Pavan Turaga Suren Jayasuriya Ravi Garg M. Braun GAN 21 13 0 16 May 2019
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classification Vinay Uday Prabhu Sanghyun Han Dian Ang Yap Mihail Douhaniaris P. Seshadri John Whaley 25 7 0 16 May 2019
X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks Xingde Ying Heng Guo Kai Ma Jian Wu Z. Weng Yefeng Zheng GAN MedIm 30 189 0 16 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 21 0 0 16 May 2019
Offset Calibration for Appearance-Based Gaze Estimation via Gaze Decomposition Zhaokang Chen Bertram E. Shi 26 27 0 11 May 2019
Few-Shot Adaptive Gaze Estimation Seonwook Park Shalini De Mello Pavlo Molchanov Umar Iqbal Otmar Hilliges Jan Kautz 33 193 0 06 May 2019
OpenEDS: Open Eye Dataset Stephan J. Garbin Yiru Shen Immo Schuetz Robert Cavin Gregory Hughes S. Talathi MDE 16 70 0 30 Apr 2019
DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis Hongwei Bran Li Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jianguo Zhang Jan S. Kirschke Benedikt Wiestler Bjoern H. Menze GAN MedIm 21 88 0 29 Apr 2019
A Survey on Face Data Augmentation Xiang Wang Kai Wang Shiguo Lian CVBM 20 130 0 26 Apr 2019
Learning the Depths of Moving People by Watching Frozen People Zhengqi Li Tali Dekel Forrester Cole Richard Tucker Noah Snavely Ce Liu William T. Freeman MDE 3DH 34 242 0 25 Apr 2019
Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis Yu Yu Gang Liu J. Odobez 35 104 0 24 Apr 2019
A Differential Approach for Gaze Estimation Gang Liu Yu Yu Kenneth Alberto Funes Mora J. Odobez 28 108 0 20 Apr 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 20 95 0 11 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 24 32 0 09 Apr 2019
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer Xinyuan Chen Chang Xu Xiaokang Yang Li-Na Song Dacheng Tao GAN 24 112 0 04 Apr 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 22 91 0 29 Mar 2019
Learning More with Less: GAN-based Medical Image Augmentation Changhee Han K. Murao Shiníchi Satoh Hideki Nakayama MedIm GAN 21 28 0 29 Mar 2019