Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation

20 February 2020

Jian Liang

Papers citing "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

50 / 625 papers shown

Title
Domain Alignment Meets Fully Test-Time Adaptation Kowshik Thopalli P. Turaga Jayaraman J. Thiagarajan OOD TTA 26 4 0 09 Jul 2022
Test-Time Adaptation via Self-Training with Nearest Neighbor Information M-U Jang Sae-Young Chung Hye Won Chung OOD TTA 38 56 0 08 Jul 2022
Back to the Source: Diffusion-Driven Test-Time Adaptation Jin Gao Jialing Zhang Xihui Liu Trevor Darrell Evan Shelhamer Dequan Wang TTA 11 50 0 07 Jul 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Takeshi Kojima Yutaka Matsuo Yusuke Iwasawa 52 27 0 28 Jun 2022
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization Zheng Chen Lingwei Zhu Ziwei Yang Takashi Matsubara 16 7 0 22 Jun 2022
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval Guile Wu Chaoxi Zhang Stephan Liwicki SSL 14 2 0 20 Jun 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 19 89 0 16 Jun 2022
Test-Time Adaptation for Visual Document Understanding Sayna Ebrahimi Sercan Ö. Arik Tomas Pfister OOD 33 6 0 15 Jun 2022
Confidence Score for Source-Free Unsupervised Domain Adaptation Jonghyun Lee Dahuin Jung Junho Yim Sung-Hoon Yoon TTA 18 70 0 14 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Jie Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 26 12 0 14 Jun 2022
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 25 0 0 07 Jun 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Yongyi Su Xun Xu Kui Jia TTA OOD 29 45 0 06 Jun 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Sanghun Jung Jungsoo Lee Nanhee Kim Amirreza Shaban Byron Boots Jaegul Choo OOD TTA 14 17 0 01 Jun 2022
Connecting adversarial attacks and optimal transport for domain adaptation Arip Asadulaev V. Shutov Alexander Korotin Alexander Panfilov Andrey Filchenkov OOD OT 15 0 0 30 May 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift Wenyu Zhang Li Shen Wanyue Zhang Chuan-Sheng Foo TTA 52 17 0 30 May 2022
ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation Yuhe Ding Lijun Sheng Jian Liang A. Zheng Ran He 47 47 0 29 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kailong Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 26 27 0 28 May 2022
Active Source Free Domain Adaptation Fan Wang Zhongyi Han Zhiyan Zhang Yilong Yin 143 11 0 22 May 2022
Test-time Batch Normalization Tao Yang Shenglong Zhou Yuwang Wang Yan Lu Nanning Zheng OOD 54 9 0 20 May 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 24 131 0 09 May 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 54 34 0 29 Apr 2022
Modular Domain Adaptation Junshen K. Chen Dallas Card Dan Jurafsky 17 1 0 26 Apr 2022
Loss-based Sequential Learning for Active Domain Adaptation Kyeongtak Han Youngeun Kim Dongyoon Han Sungeun Hong 19 0 0 25 Apr 2022
Source-Free Domain Adaptation via Distribution Estimation Ning Ding Yixing Xu Yehui Tang Chao Xu Yunhe Wang Dacheng Tao TTA 15 112 0 24 Apr 2022
Contrastive Test-Time Adaptation Dian Chen Dequan Wang Trevor Darrell Sayna Ebrahimi TTA 14 255 0 21 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 32 146 0 19 Apr 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Haoxiang Wang Bo-wen Li Han Zhao OOD CLL 24 37 0 18 Apr 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 27 3 0 17 Apr 2022
Safe Self-Refinement for Transformer-based Domain Adaptation Tao Sun Cheng Lu Tianshuo Zhang Haibin Ling ViT 16 80 0 16 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 18 8 0 13 Apr 2022
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning Jianfei Yang Xinyan Chen Han Zou Dazhuo Wang Lihua Xie 19 29 0 12 Apr 2022
Towards Online Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 24 42 0 11 Apr 2022
Jacobian Norm for Unsupervised Source-Free Domain Adaptation Weikai Li Meng Cao Songcan Chen 24 7 0 07 Apr 2022
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Sanqing Qu Guang Chen Jing Zhang Zhijun Li Wei He Dacheng Tao TTA 28 54 0 06 Apr 2022
Efficient Test-Time Model Adaptation without Forgetting Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yaofo Chen S. Zheng P. Zhao Mingkui Tan OOD VLM TTA 28 308 0 06 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 30 14 0 30 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 27 66 0 29 Mar 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 35 27 0 29 Mar 2022
A Framework of Meta Functional Learning for Regularising Knowledge Transfer Pan Li Yanwei Fu S. Gong 22 0 0 28 Mar 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR Aneeshan Sain A. Bhunia Vaishnav Potlapalli Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song VLM 17 48 0 28 Mar 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition Guan-Ting Lin Shang-Wen Li Hung-yi Lee TTA VLM 13 9 0 27 Mar 2022
Knowledge Distillation with the Reused Teacher Classifier Defang Chen Jianhan Mei Hailin Zhang C. Wang Yan Feng Chun-Yen Chen 25 165 0 26 Mar 2022
Continual Test-Time Domain Adaptation Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 51 395 0 25 Mar 2022
Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Yuecong Xu Jianfei Yang Haozhi Cao Keyu Wu Min-man Wu Zhenghua Chen TTA 23 31 0 09 Mar 2022
Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap T. Park Simone DÁmico 16 63 0 08 Mar 2022
Maximizing Conditional Independence for Unsupervised Domain Adaptation Yiqiang Zhai You-Wei Luo 27 3 0 07 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 16 12 0 02 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 26 17 0 28 Feb 2022
Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation Xu Ma Junkun Yuan Yen-wei Chen Ruofeng Tong Lanfen Lin 14 12 0 27 Feb 2022
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Chuan-Xian Ren Yong-Jin Liu Xiwen Zhang Ke-Kun Huang AAML OOD 21 91 0 22 Feb 2022