A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

1 September 2020

Shanghang Zhang

Alberto L. Sangiovanni-Vincentelli

S. Seshia

Kurt Keutzer

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Papers citing "A Review of Single-Source Deep Unsupervised Visual Domain Adaptation"

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CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing Zhiwei Hao Yong Luo Zhi Wang Han Hu J. An 37 27 0 24 May 2022
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision Alexander Bartler Florian Bender Felix Wiewel B. Yang TTA 38 9 0 18 May 2022
Loss-based Sequential Learning for Active Domain Adaptation Kyeongtak Han Youngeun Kim Dongyoon Han Sungeun Hong 19 0 0 25 Apr 2022
Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Lin Chen H. Chen Zhixiang Wei Xin Jin Xiao Tan Yi Jin Enhong Chen 28 102 0 08 Apr 2022
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mohamed Ragab Emadeldeen Eldele Wee Ling Tan Chuan-Sheng Foo Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li TTA OOD AI4TS 19 66 0 15 Mar 2022
Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving Chuqing Hu Sinclair Hudson Martin Ethier Mohammad K. Al-Sharman Derek Rayside W. Melek 6 32 0 15 Feb 2022
Domain Adaptation via Prompt Learning Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 28 143 0 14 Feb 2022
Dispensed Transformer Network for Unsupervised Domain Adaptation Yunxiang Li Jingxiong Li Ruilong Dan Shuai Wang Kai Jin ... Qianni Zhang Huiyu Zhou Qun Jin Li Wang Yaqi Wang OOD MedIm 15 4 0 28 Oct 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 21 4 0 21 Oct 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li R. L. Jin ViT 51 215 0 13 Sep 2021
Adversarially Trained Object Detector for Unsupervised Domain Adaptation Kazuma Fujii Hiroshi Kera K. Kawamoto ObjD AAML 23 3 0 13 Sep 2021
Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing Zhe Kong Wentian Zhang Feng Liu Wenhan Luo Haozhe Liu Linlin Shen Raghavendra Ramachandra AAML 40 6 0 09 Sep 2021
Conditional Extreme Value Theory for Open Set Video Domain Adaptation Zhuoxiao Chen Yadan Luo Mahsa Baktash 21 10 0 01 Sep 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 18 11 0 26 Aug 2021
Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies Sicheng Zhao Guoli Jia Jufeng Yang Guiguang Ding Kurt Keutzer 13 104 0 18 Aug 2021
Towards to Robust and Generalized Medical Image Segmentation Framework Yurong Chen OOD 17 3 0 09 Aug 2021
Aligning Correlation Information for Domain Adaptation in Action Recognition Yuecong Xu Jianfei Yang Haozhi Cao K. Mao Jianxiong Yin Simon See 16 38 0 11 Jul 2021
Affective Image Content Analysis: Two Decades Review and New Perspectives Sicheng Zhao Xingxu Yao Jufeng Yang G. Jia Guiguang Ding Tat-Seng Chua Björn W. Schuller Kurt Keutzer 3DV 17 78 0 30 Jun 2021
Universal Domain Adaptation in Ordinal Regression Boris Chidlovskii Assem Sadek Christian Wolf 18 5 0 22 Jun 2021
Online Continual Adaptation with Active Self-Training Shiji Zhou Han Zhao Shanghang Zhang Lianzhe Wang Heng Chang Zhi Wang Wenwu Zhu CLL 29 10 0 11 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 32 105 0 11 Jun 2021
A Survey on Deep Domain Adaptation for LiDAR Perception Larissa T. Triess M. Dreissig Christoph B. Rist J. Marius Zöllner 37 66 0 04 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 39 170 0 27 May 2021
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation Mert Keser Artem Savkin Federico Tombari 19 8 0 18 May 2021
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption Alexander Bartler Andreas Bühler Felix Wiewel Mario Döbler Binh Yang TTA OOD 21 77 0 30 Mar 2021
H-GAN: the power of GANs in your Hands Sergiu Oprea Giorgos Karvounas P. Martinez-Gonzalez Nikolaos Kyriazis S. Orts-Escolano Iason Oikonomidis A. Garcia-Garcia Aggeliki Tsoli Jose Garcia-Rodriguez Antonis Argyros 17 3 0 27 Mar 2021
Transferable Semantic Augmentation for Domain Adaptation Shuang Li Mixue Xie Kaixiong Gong Chi Harold Liu Yulin Wang Wei Li TTA 25 123 0 23 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 19 18 0 19 Mar 2021
A Theory of Label Propagation for Subpopulation Shift Tianle Cai Ruiqi Gao J. Lee Qi Lei 16 49 0 22 Feb 2021
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Luc Robbiano Muhammad Rameez Ur Rahman Fabio Galasso Barbara Caputo Fabio Maria Carlucci 11 16 0 12 Feb 2021
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Shigemichi Matsuzaki J. Miura Hiroaki Masuzawa 20 9 0 12 Feb 2021
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Sicheng Zhao Xuanbai Chen Xiangyu Yue Chuang Lin Pengfei Xu Ravi Krishna Jufeng Yang Guiguang Ding Alberto L. Sangiovanni-Vincentelli Kurt Keutzer GAN 12 17 0 25 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 22 17 0 17 Nov 2020
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation Sicheng Zhao Yezhen Wang Bo-wen Li Bichen Wu Yang Gao Pengfei Xu Trevor Darrell Kurt Keutzer 3DPC 6 91 0 07 Sep 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 158 198 0 23 Mar 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Bo-wen Li Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 43 64 0 19 Feb 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 230 789 0 26 Aug 2019
CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks Akhilan Boopathy Tsui-Wei Weng Pin-Yu Chen Sijia Liu Luca Daniel AAML 103 138 0 29 Nov 2018
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Ben Athiwaratkun Marc Finzi Pavel Izmailov A. Wilson 199 243 0 14 Jun 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 158 349 0 23 Apr 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009