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 / 320 papers shown

Title
Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation M. Oda Kiyohito Tanaka H. Takabatake M. Mori H. Natori K. Mori MedIm 17 18 0 13 Jan 2022
AutoBalance: Optimized Loss Functions for Imbalanced Data Mingchen Li Xuechen Zhang Christos Thrampoulidis Jiasi Chen Samet Oymak 19 67 0 04 Jan 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 48 0 27 Dec 2021
Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning Zunayed Mahmud Paul Hungler Ali Etemad 24 3 0 15 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Yikang Shen Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 26 35 0 30 Nov 2021
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley GAN 34 12 0 26 Nov 2021
Self-Attending Task Generative Adversarial Network for Realistic Satellite Image Creation Nathan L. Toner Justin Fletcher GAN 17 3 0 18 Nov 2021
Image Comes Dancing with Collaborative Parsing-Flow Video Synthesis Bowen Wu Zhenyu Xie Xiaodan Liang Yubei Xiao Haoye Dong Liang Lin 3DH 23 6 0 27 Oct 2021
Synt++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition Ting-Yao Hu Mohammadreza Armandpour A. Shrivastava Jen-Hao Rick Chang H. Koppula Oncel Tuzel SyDa 60 42 0 21 Oct 2021
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing Daniel J. McDuff Xin Liu Javier Hernández Erroll Wood T. Baltrušaitis 35 15 0 10 Oct 2021
Improving Adversarial Robustness for Free with Snapshot Ensemble Yihao Wang AAML UQCV 17 1 0 07 Oct 2021
Fake It Till You Make It: Face analysis in the wild using synthetic data alone Erroll Wood Tadas Baltruvsaitis Charlie Hewitt Sebastian Dziadzio Matthew W. Johnson V. Estellers T. Cashman Jamie Shotton CVBM 29 261 0 30 Sep 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 35 12 0 25 Sep 2021
Counterfactual Adversarial Learning with Representation Interpolation Wen Wang Wei Ping Ning Shi Jinfeng Li Bingyu Zhu Xiangyu Liu Rongxin Zhang AAML OOD CML 26 2 0 10 Sep 2021
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Nico Messikommer Daniel Gehrig Mathias Gehrig Davide Scaramuzza 33 43 0 06 Sep 2021
Benchmarking the Robustness of Instance Segmentation Models Said Fahri Altindis Yusuf Dalva Hamza Pehlivan Aysegül Dündar VLM OOD 29 12 0 02 Sep 2021
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris TTA 36 8 0 26 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 48 52 0 24 Aug 2021
Revealing the Distributional Vulnerability of Discriminators by Implicit Generators Zhilin Zhao LongBing Cao Kun-Yu Lin 29 11 0 23 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 27 0 0 14 Aug 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation Inkyu Shin Dong-Jin Kim Jae-Won Cho Sanghyun Woo Kwanyong Park In So Kweon 18 55 0 12 Aug 2021
Automatic Gaze Analysis: A Survey of Deep Learning based Approaches Shreya Ghosh Abhinav Dhall Munawar Hayat Jarrod Knibbe Q. Ji CVBM 26 57 0 12 Aug 2021
An Image-based Generator Architecture for Synthetic Image Refinement Alex Nasser GAN 16 0 0 10 Aug 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 16 70 0 05 Aug 2021
Categorical EHR Imputation with Generative Adversarial Nets Yinchong Yang Zhiliang Wu Volker Tresp Peter A. Fasching GAN 24 8 0 03 Aug 2021
Generalizing Gaze Estimation with Outlier-guided Collaborative Adaptation Yunfei Liu Ruicong Liu Haofei Wang Feng Lu OOD 21 54 0 29 Jul 2021
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks Ruohan Zhang F. Torabi Garrett A. Warnell Peter Stone 83 28 0 13 Jul 2021
Bi-level Feature Alignment for Versatile Image Translation and Manipulation Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Kaiwen Cui Aoran Xiao Shijian Lu Ling Shao 39 32 0 07 Jul 2021
Learning from scarce information: using synthetic data to classify Roman fine ware pottery Santos J. Núñez Jareño Daniël P. van Helden Evgeny M. Mirkes I. Tyukin Penelope Allison 37 5 0 03 Jul 2021
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging Jingang Zhang Run Su Wenqi Ren Qiang Fu Felix Heide Yunfeng Nie 22 83 0 30 Jun 2021
Learning stochastic object models from medical imaging measurements by use of advanced ambient generative adversarial networks Weimin Zhou Sayantan Bhadra F. Brooks Hua Li M. Anastasio GAN MedIm 25 17 0 27 Jun 2021
SITTA: Single Image Texture Translation for Data Augmentation Boyi Li Huayu Chen Nayeon Lee Serge Belongie 16 3 0 25 Jun 2021
Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-temporally Constrained Data Augmentation Yuxin Yang Xitong Zhang Qiang Guan Youzuo Lin 32 15 0 22 Jun 2021
A Survey on Human-aware Robot Navigation Ronja Möller Antonino Furnari Sebastiano Battiato Aki Härmä G. Farinella 44 87 0 22 Jun 2021
Adversarial Examples Make Strong Poisons Liam H. Fowl Micah Goldblum Ping Yeh-Chiang Jonas Geiping Wojtek Czaja Tom Goldstein SILM 32 132 0 21 Jun 2021
Evaluating the Robustness of Trigger Set-Based Watermarks Embedded in Deep Neural Networks Suyoung Lee Wonho Song Suman Jana M. Cha Sooel Son AAML 27 13 0 18 Jun 2021
Invariant Information Bottleneck for Domain Generalization Bo-wen Li Yifei Shen Yezhen Wang Wenzhen Zhu Colorado Reed Jun Zhang Dongsheng Li Kurt Keutzer Han Zhao OOD 32 106 0 11 Jun 2021
GANs Can Play Lottery Tickets Too Xuxi Chen Zhenyu Zhang Yongduo Sui Tianlong Chen GAN 24 58 0 31 May 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi OCL 43 53 0 17 May 2021
TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets Yaxing Wang Héctor Laria Mantecón Joost van de Weijer Laura Lopez-Fuentes Bogdan Raducanu VLM 33 9 0 13 May 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 30 70 0 29 Apr 2021
Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark Yihua Cheng Haofei Wang Yiwei Bao Feng Lu CVBM 29 126 0 26 Apr 2021
Diverse Image Inpainting with Bidirectional and Autoregressive Transformers Yingchen Yu Fangneng Zhan Rongliang Wu Jianxiong Pan Kaiwen Cui Shijian Lu Feiying Ma Xuansong Xie Chunyan Miao ViT 45 150 0 26 Apr 2021
On Aliased Resizing and Surprising Subtleties in GAN Evaluation Gaurav Parmar Richard Y. Zhang Jun-Yan Zhu EGVM 25 74 0 22 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer Yunzhong Hou Liang Zheng 126 54 0 20 Apr 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 30 270 0 16 Apr 2021
DG-Font: Deformable Generative Networks for Unsupervised Font Generation Yangchen Xie Xinyuan Chen Li Sun Yue Lu 24 108 0 07 Apr 2021
Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition Hardik Uppal Alireza Sepas-Moghaddam Michael A. Greenspan Ali Etemad GAN CVBM 32 8 0 06 Apr 2021
Contrastive Syn-to-Real Generalization Wuyang Chen Zhiding Yu Shalini De Mello Sifei Liu J. Álvarez Zhangyang Wang Anima Anandkumar 23 46 0 06 Apr 2021
The Spatially-Correlative Loss for Various Image Translation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai 30 116 0 02 Apr 2021