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
Quantity over Quality: Training an AV Motion Planner with Large Scale Commodity Vision Data Lukas Platinsky Tayyab Naseer Hui Chen Benjamin A. Haines Haoyue Zhu Hugo Grimmett Luca Del Pero 27 1 0 03 Mar 2022
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Bo-Wen Zhang Tao Chen Bin Wang 19 48 0 03 Mar 2022
Domain-Augmented Domain Adaptation Qiuhao Zeng Tianze Luo Boyu Wang 13 2 0 21 Feb 2022
Beyond Deterministic Translation for Unsupervised Domain Adaptation E. Chiou Eleftheria Panagiotaki Iasonas Kokkinos 35 2 0 15 Feb 2022
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network Xiaomin Li V. Metsis Huan Wang Anne H. H. Ngu 11 96 0 06 Feb 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation Marco Rosano Antonino Furnari Luigi Gulino C. Santoro G. Farinella EgoV 44 5 0 02 Feb 2022
Close the Optical Sensing Domain Gap by Physics-Grounded Active Stereo Sensor Simulation Xiaoshuai Zhang Rui Chen Ang Li Fanbo Xiang Yuzhe Qin ... Songfang Han Zhiao Huang Tongzhou Mu Jing Xu Hao Su 42 17 0 28 Jan 2022
ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Yang Zhao Peng Guo Zihao Sun Xiuwan Chen Han Gao 24 32 0 27 Jan 2022
Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Han Liu Yubo Fan C. Cui Dingjie Su A. McNeil Benoit M. Dawant 22 5 0 25 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 34 101 0 15 Jan 2022
Multi-Domain Joint Training for Person Re-Identification Lu Yang Lingqiao Liu Yunlong Wang Peng Wang Yanning Zhang OOD 21 2 0 06 Jan 2022
Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Yongchun Zhu Fuzhen Zhuang Deqing Wang OOD 12 296 0 04 Jan 2022
Multi-Representation Adaptation Network for Cross-domain Image Classification Yongchun Zhu Fuzhen Zhuang Jindong Wang Jingwu Chen Zhiping Shi Wenjuan Wu Qing He OOD 17 217 0 04 Jan 2022
An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Yiju Yang Tianxiao Zhang Guanyue Li Taejoon Kim Guanghui Wang OOD 30 24 0 31 Dec 2021
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation Mohsen Gholami Bastian Wandt Helge Rhodin Rabab Ward Z. J. Wang 3DH 22 45 0 22 Dec 2021
Domain Adaptation on Point Clouds via Geometry-Aware Implicits Yuefan Shen Yanchao Yang Mi Yan He-Nan Wang Youyi Zheng Leonidas J. Guibas 3DPC 55 45 0 17 Dec 2021
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 17 247 0 16 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization Yang Chen Yu Wang Yingwei Pan Ting Yao Xinmei Tian Tao Mei 25 40 0 14 Dec 2021
Transferrable Contrastive Learning for Visual Domain Adaptation Yang Chen Yingwei Pan Yu Wang Ting Yao Xinmei Tian Tao Mei 12 23 0 14 Dec 2021
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Yuexin Ma Zhe Wang Jianping Shi 16 14 0 09 Dec 2021
HBReID: Harder Batch for Re-identification Wenqi Li Furong Xu Jianan Zhao Ruobing Zheng Cheng Zou Meng Wang Yuan-Chia Cheng 13 3 0 09 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
Toward Real-World Voice Disorder Classification Heng-Cheng Kuo Yu-Peng Hsieh H. Tseng Chi-Te Wang Shih-Hau Fang Yu Tsao 22 1 0 05 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 120 7 0 04 Dec 2021
Unsupervised Domain Generalization by Learning a Bridge Across Domains Sivan Harary Eli Schwartz Assaf Arbelle Peter W. J. Staar Shady Abu Hussein ... Hildegard Kuehne Dina Katabi Kate Saenko Rogerio Feris Leonid Karlinsky OOD 19 40 0 04 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 24 5 0 03 Dec 2021
Active Learning for Domain Adaptation: An Energy-Based Approach Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng Guoren Wang 18 107 0 02 Dec 2021
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation Taeyeop Lee Byeong-uk Lee Inkyu Shin Jaesung Choe Ukcheol Shin In So Kweon Kuk-Jin Yoon 6 38 0 24 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 27 82 0 24 Nov 2021
Semi-Supervised Domain Generalization with Evolving Intermediate Domain Luojun Lin Han Xie Zhishu Sun Weijie Chen Wenxi Liu Yuanlong Yu Lei Zhang 19 10 0 19 Nov 2021
Edge-preserving Domain Adaptation for semantic segmentation of Medical Images Thong Vo N. Khan OOD MedIm 11 2 0 18 Nov 2021
Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation Nishanjan Ravin Sourajit Saha A. Schweitzer A. Elahi Farouk Dako D. Mollura David Chapman OOD 17 0 0 09 Nov 2021
First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain Sonja Kunzmann Christian Marzahl Felix Denzinger C. Bertram R. Klopfleisch Katharina Breininger Vincent Christlein Andreas K. Maier MedIm 14 0 0 05 Nov 2021
Negotiating Networks in Oligopoly Markets for Price-Sensitive Products Naman Shukla Kartik Yellepeddi 30 0 0 25 Oct 2021
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 21 50 0 24 Oct 2021
Domain Adaptation for Rare Classes Augmented with Synthetic Samples Tuhinanksu Das Robert-Jan Bruintjes A. Lengyel J. C. V. Gemert S. Rodrigues 19 5 0 23 Oct 2021
A Domain Gap Aware Generative Adversarial Network for Multi-domain Image Translation Wenju Xu Guanghui Wang 38 14 0 21 Oct 2021
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka GAN 143 80 0 15 Oct 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Yin Zhao Minquan Wang Longjun Cai OOD 35 9 0 13 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Kwanyong Park Sanghyun Woo Inkyu Shin In So Kweon OOD 21 36 0 08 Oct 2021
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting Yiren Jian Chongyang Gao 33 4 0 05 Oct 2021
USIS: Unsupervised Semantic Image Synthesis George Eskandar Mohamed Abdelsamad Karim Armanious B. Yang 34 16 0 29 Sep 2021
On Assessing the Usefulness of Proxy Domains for Developing and Evaluating Embodied Agents Anthony Courchesne A. Censi Liam Paull 15 1 0 29 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 23 10 0 27 Sep 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 27 12 0 25 Sep 2021
SIM2REALVIZ: Visualizing the Sim2Real Gap in Robot Ego-Pose Estimation Theo Jaunet G. Bono Romain Vuillemot Christian Wolf 19 2 0 24 Sep 2021
On the inductive biases of deep domain adaptation Rodrigue Siry Louis Hémadou Loïc Simon F. Jurie 32 3 0 16 Sep 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li R. L. Jin ViT 56 215 0 13 Sep 2021
Task Guided Compositional Representation Learning for ZDA Shuang Liu Mete Ozay OOD 20 0 0 13 Sep 2021
Variational Disentanglement for Domain Generalization Yufei Wang Haoliang Li Hao Cheng Bihan Wen Lap-Pui Chau Alex C. Kot OOD DRL 22 24 0 13 Sep 2021