Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

16 December 2016

Konstantinos Bousmalis

Papers citing "Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks"

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Title
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 53 270 0 13 Mar 2020
Unpaired Image-to-Image Translation using Adversarial Consistency Loss Yihao Zhao Ruihai Wu Hao Dong 51 119 0 10 Mar 2020
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction Xiang Li Chao Wang Jiwei Tan Xiaoyi Zeng Dan Ou Bo Zheng 25 44 0 07 Mar 2020
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Jian Liang Yunbo Wang Dapeng Hu Ran He Jiashi Feng 171 105 0 05 Mar 2020
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification Hsin-Ping Huang Junyi Jessy Li 17 8 0 04 Mar 2020
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice Yabin Zhang Bin Deng Hui Tang Lei Zhang Kui Jia AI4CE 12 74 0 20 Feb 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 27 8 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
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 21 2 0 19 Feb 2020
Bi-Directional Generation for Unsupervised Domain Adaptation Guanglei Yang Haifeng Xia M. Ding Zhengming Ding 30 82 0 12 Feb 2020
From IC Layout to Die Photo: A CNN-Based Data-Driven Approach Hao-Chiang Shao Chao Peng J. Wu Chia-Wen Lin Shao-Yun Fang Pin-Yian Tsai Yan-Hsiu Liu 10 25 0 11 Feb 2020
Targeted display advertising: the case of preferential attachment Saurav Manchanda Pranjul Yadav Khoa D. Doan S. Keerthi 20 1 0 07 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 21 311 0 06 Feb 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 171 1,642 0 02 Feb 2020
Adversarial Code Learning for Image Generation Jiangbo Yuan Bing Wu Wanying Ding Q. Ping Zhendong Yu GAN 28 0 0 30 Jan 2020
Adversarial Incremental Learning Ankur Singh CLL 21 1 0 30 Jan 2020
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Hongwei Bran Li T. Loehr Anjany Sekuboyina Jianguo Zhang Benedikt Wiestler Bjoern H. Menze OOD 23 3 0 25 Jan 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang Ming-Hsuan Yang 32 387 0 23 Jan 2020
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 29 37 0 23 Jan 2020
Learning to adapt class-specific features across domains for semantic segmentation Mikel Menta Adriana Romero Joost van de Weijer 22 1 0 22 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 33 821 0 20 Jan 2020
A Sample Selection Approach for Universal Domain Adaptation Omri Lifshitz Lior Wolf 9 12 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
Incremental Unsupervised Domain-Adversarial Training of Neural Networks Antonio Javier Gallego Jorge Calvo-Zaragoza Robert B. Fisher CLL OOD 21 35 0 13 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
Generative Pseudo-label Refinement for Unsupervised Domain Adaptation Pietro Morerio Riccardo Volpi R. Ragonesi Vittorio Murino 16 47 0 09 Jan 2020
Characteristic Regularisation for Super-Resolving Face Images Zhiyi Cheng Xiatian Zhu S. Gong CVBM 11 7 0 30 Dec 2019
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 33 60 0 30 Dec 2019
$\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks$ \emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks Bo Jiang Zitai Zhou Tianlin Li Jin Tang Bin Luo GAN 22 73 0 21 Dec 2019
Towards Disentangled Representations for Human Retargeting by Multi-view Learning Chao Yang Xiaofeng Liu Qingming Tang C.-C. Jay Kuo DRL 27 8 0 12 Dec 2019
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition Jinwoo Choi Chen Gao Joseph C.E. Messou Jia-Bin Huang 24 177 0 11 Dec 2019
Learning Domain Adaptive Features with Unlabeled Domain Bridges Yichen Li Xingchao Peng GAN 20 3 0 10 Dec 2019
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 6 441 0 04 Dec 2019
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 16 168 0 29 Nov 2019
Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Shaokai Ye Kailu Wu Mu Zhou Yunfei Yang S. Tan Kaidi Xu Jiebo Song Chenglong Bao Kaisheng Ma 35 20 0 28 Nov 2019
AIPNet: Generative Adversarial Pre-training of Accent-invariant Networks for End-to-end Speech Recognition Yi-Chen Chen Zhaojun Yang Ching-Feng Yeh Mahaveer Jain M. Seltzer 31 31 0 27 Nov 2019
Data Augmentation Using Adversarial Training for Construction-Equipment Classification Francis Baek Somin Park Hyoungkwan Kim GAN 24 5 0 27 Nov 2019
Spatial-Aware GAN for Unsupervised Person Re-identification Fangneng Zhan Aoran Xiao 11 19 0 26 Nov 2019
Regularized Fine-grained Meta Face Anti-spoofing Rui Shao X. Lan Pong C. Yuen CVBM 20 166 0 25 Nov 2019
Breaking the cycle -- Colleagues are all you need Ori Nizan A. Tal GAN 13 91 0 24 Nov 2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference Wei-An Lin Yogesh Balaji Pouya Samangouei Rama Chellappa 33 6 0 23 Nov 2019
SelfVIO: Self-Supervised Deep Monocular Visual-Inertial Odometry and Depth Estimation Yasin Almalioglu Mehmet Turan Alp Eren Sari Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Andrew Markham A. Trigoni MDE 27 90 0 22 Nov 2019
Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement Aming Wu Yahong Han Linchao Zhu Yi Yang 21 4 0 20 Nov 2019
MANGA: Method Agnostic Neural-policy Generalization and Adaptation Homanga Bharadhwaj Shoichiro Yamaguchi S. Maeda 14 4 0 19 Nov 2019
A gamified simulator and physical platform for self-driving algorithm training and validation J. Siegel G. Pappas K. Politopoulos Yongbin Sun 13 9 0 18 Nov 2019
Domain Generalization Using a Mixture of Multiple Latent Domains Toshihiko Matsuura Tatsuya Harada OOD 23 323 0 18 Nov 2019
Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement Weihao Xia Yujiu Yang Jing-Hao Xue 29 15 0 02 Nov 2019
Co-Generation with GANs using AIS based HMC Tiantian Fang Alex Schwing 19 2 0 31 Oct 2019
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation Qiming Zhang Jing Zhang Wei Liu Dacheng Tao OOD 6 284 0 29 Oct 2019
Few-shot Video-to-Video Synthesis Ting-Chun Wang Ming-Yu Liu Andrew Tao Guilin Liu Jan Kautz Bryan Catanzaro DiffM VGen 53 367 0 28 Oct 2019