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 / 332 papers shown

Title
ReMix: Towards Image-to-Image Translation with Limited Data Jie Cao Luanxuan Hou Ming-Hsuan Yang Ran He Zhenan Sun 29 24 0 31 Mar 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Hiroki Sakuma Yoshinori Konishi 21 2 0 26 Mar 2021
Inferring Latent Domains for Unsupervised Deep Domain Adaptation Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 20 27 0 25 Mar 2021
Computational Emotion Analysis From Images: Recent Advances and Future Directions Sicheng Zhao Quanwei Huang Youbao Tang Xingxu Yao Jufeng Yang Guiguang Ding Björn W. Schuller 24 18 0 19 Mar 2021
Pseudo-labeling for Scalable 3D Object Detection Benjamin Caine Rebecca Roelofs Vijay Vasudevan Jiquan Ngiam Yuning Chai Zhehuai Chen Jonathon Shlens 34 41 0 02 Mar 2021
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks Jonas Denck J. Guehring Andreas Maier E. Rothgang MedIm GAN 33 9 0 17 Feb 2021
How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned Julian Ibarz Jie Tan Chelsea Finn Mrinal Kalakrishnan P. Pastor Sergey Levine OffRL 16 520 0 04 Feb 2021
Pre-training without Natural Images Hirokatsu Kataoka Kazushige Okayasu Asato Matsumoto Eisuke Yamagata Ryosuke Yamada Nakamasa Inoue Akio Nakamura Y. Satoh 81 117 0 21 Jan 2021
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Xiao Han Lei Qi Qian Yu Ziqi Zhou Yefeng Zheng Yinghuan Shi Yang Gao OOD MedIm 27 77 0 18 Jan 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning Konstantinos P. Panousis S. Chatzis Antonios Alexos Sergios Theodoridis BDL AAML OOD 56 19 0 04 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 40 2 0 04 Jan 2021
Kamino: Constraint-Aware Differentially Private Data Synthesis Chang Ge Shubhankar Mohapatra Xi He Ihab F. Ilyas SyDa 23 44 0 31 Dec 2020
TACTO: A Fast, Flexible, and Open-source Simulator for High-Resolution Vision-based Tactile Sensors Shaoxiong Wang Mike Lambeta Po-wei Chou Roberto Calandra 18 137 0 15 Dec 2020
Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics Statistics Zhiwei Jia Bodi Yuan Kangkang Wang Hong Wu David Clifford Zhiqiang Yuan Hao Su VLM 44 21 0 09 Dec 2020
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Inkyu Shin Sanghyun Woo Fei Pan InSo Kweon 27 114 0 09 Dec 2020
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing Ting-Chun Wang Arun Mallya Xuan Li 3DH 37 472 0 30 Nov 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 27 17 0 17 Nov 2020
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs Yaxing Wang Lu Yu Joost van de Weijer VLM 35 17 0 11 Nov 2020
Self-Learning Transformations for Improving Gaze and Head Redirection Yufeng Zheng Seonwook Park Xucong Zhang Shalini De Mello Otmar Hilliges 39 40 0 23 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 36 527 0 07 Oct 2020
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis Zhenyu Wu Duc N. M. Hoang Shih-Yao Lin Yusheng Xie Liangjian Chen Yen-Yu Lin Zhangyang Wang Wei Fan 3DH 25 11 0 02 Oct 2020
Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery Patrick Ebel A. Meraner M. Schmitt Xiaoxiang Zhu 24 111 0 16 Sep 2020
Optical Gaze Tracking with Spatially-Sparse Single-Pixel Detectors Richard Li Eric Whitmire Michael Stengel Ben Boudaoud Jan Kautz D. Luebke Shwetak N. Patel K. Akşit 38 19 0 15 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 26 35 0 11 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 44 264 0 01 Sep 2020
Point Cloud Completion by Learning Shape Priors Xiaogang Wang M. Ang Gim Hee Lee 3DPC 16 22 0 02 Aug 2020
ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation Xucong Zhang Seonwook Park Thabo Beeler D. Bradley Siyu Tang Otmar Hilliges 28 230 0 31 Jul 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 36 1,193 0 30 Jul 2020
Counting Fish and Dolphins in Sonar Images Using Deep Learning Stefan Schneider Alex Zhuang 19 16 0 24 Jul 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 18 69 0 10 Jul 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification Tomer Golany Daniel Freedman Kira Radinsky GAN 25 69 0 27 Jun 2020
LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World S. Manivasagam Shenlong Wang K. Wong Wenyuan Zeng Mikita Sazanovich Shuhan Tan Binh Yang Wei-Chiu Ma R. Urtasun 3DPC 28 222 0 16 Jun 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 18 0 0 16 Jun 2020
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning Jie An Tao Li Haozhi Huang Li Shen Xuan Wang Yongyi Tang Jinwen Ma Wei Liu Jiebo Luo 3DH 3DPC 34 18 0 16 Jun 2020
Deep Learning for Wireless Communications T. Erpek Tim O'Shea Y. Sagduyu Yi Shi T. Clancy 34 135 0 12 May 2020
CONFIG: Controllable Neural Face Image Generation Marek Kowalski Stephan J. Garbin V. Estellers T. Baltrušaitis Matthew W. Johnson Jamie Shotton DRL 3DH CVBM 33 90 0 06 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer Xiaoxu Li Dongliang Chang Zhanyu Ma Zheng-Hua Tan Jing-Hao Xue Jie Cao Jingyi Yu Jun Guo 28 32 0 20 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020
Learning to Learn Single Domain Generalization Fengchun Qiao Long Zhao Xi Peng OOD 54 433 0 30 Mar 2020
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement Sai Bi Kalyan Sunkavalli Federico Perazzi Eli Shechtman Vladimir G. Kim R. Ramamoorthi GAN 16 31 0 27 Mar 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANs Zhekai Zhang Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 22 2 0 19 Mar 2020
MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality Zhengyang Wu Srivignesh Rajendran Tarrence van As Joelle Zimmermann Vijay Badrinarayanan Andrew Rabinovich 31 8 0 18 Mar 2020
Unpaired Image-to-Image Translation using Adversarial Consistency Loss Yihao Zhao Ruihai Wu Hao Dong 51 119 0 10 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation Yuri Viazovetskyi V. Ivashkin Evgenii Kashin 166 136 0 07 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 85 216 0 02 Mar 2020
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 22 145 0 25 Feb 2020
Focus on Semantic Consistency for Cross-domain Crowd Understanding Tao Han Junyu Gao Yuan. Yuan Qi. Wang 20 45 0 20 Feb 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Bo-wen Li Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 46 64 0 19 Feb 2020
Generative-based Airway and Vessel Morphology Quantification on Chest CT Images P. Nardelli J. Ross Raúl San José Estépar MedIm 11 14 0 13 Feb 2020