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
Unified Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu 93 5 0 12 Mar 2024
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors Jonghyun Lee Dahuin Jung Saehyung Lee Junsung Park Juhyeon Shin Uiwon Hwang Sungroh Yoon TTA AAML 32 31 0 12 Mar 2024
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation Zihao Tang Zheqi Lv Shengyu Zhang Yifan Zhou Xinyu Duan Fei Wu Kun Kuang 29 1 0 11 Mar 2024
POV: Prompt-Oriented View-Agnostic Learning for Egocentric Hand-Object Interaction in the Multi-View World Boshen Xu Sipeng Zheng Qin Jin 44 7 0 09 Mar 2024
Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization Jinha Park Won-Yong Cho Taesup Kim 44 0 0 08 Mar 2024
Agile Multi-Source-Free Domain Adaptation Xinyao Li Jingjing Li Fengling Li Lei Zhu Ke Lu 33 6 0 08 Mar 2024
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions Maytus Piriyajitakonkij Mingfei Sun Mengmi Zhang Wei Pan ViT 63 0 0 04 Mar 2024
Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning Huali Xu Li Liu Shuaifeng Zhi Shaojing Fu Z. Su Ming-Ming Cheng Yongxiang Liu 52 10 0 04 Mar 2024
Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo Jiangbo Pei Ruizhe Li Aidong Men Yang Liu Xiahai Zhuang Qingchao Chen 38 0 0 03 Mar 2024
Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation Zhen Zhang Meihan Liu Anhui Wang Hongyang Chen Zhao Li Jiajun Bu Bingsheng He TTA 33 10 0 03 Mar 2024
Mitigating the Bias in the Model for Continual Test-Time Adaptation Inseop Chung Kyomin Hwang Jayeon Yoo Nojun Kwak TTA 54 0 0 02 Mar 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation Yaofo Chen Shuaicheng Niu Yaowei Wang Shoukai Xu Hengjie Song Mingkui Tan 35 6 0 27 Feb 2024
Enhancing Continuous Domain Adaptation with Multi-Path Transfer Curriculum Hanbing Liu Junchang Wang Xuan Zhang Ye Guo Yang Li 24 2 0 26 Feb 2024
Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 42 1 0 25 Feb 2024
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Claudia Cuttano A. Tavera Fabio Cermelli Giuseppe Averta Barbara Caputo 36 0 0 20 Feb 2024
Towards Cross-Domain Continual Learning Marcus Vinícius de Carvalho Mahardhika Pratama Jie Zhang Chua Haoyan E. Yapp CLL 52 0 0 19 Feb 2024
Any-Shift Prompting for Generalization over Distributions Zehao Xiao Jiayi Shen Mohammad Mahdi Derakhshani Tianran Ouyang Cees G. M. Snoek OOD VPVLM VLM 42 8 0 15 Feb 2024
Gradient Alignment with Prototype Feature for Fully Test-time Adaptation Juhyeon Shin Jonghyun Lee Saehyung Lee Minjun Park Dongjun Lee Uiwon Hwang Sungroh Yoon 29 1 0 14 Feb 2024
SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization Ying Jin Jiaqi Wang Dahua Lin 43 2 0 13 Feb 2024
Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation Yaxuan Song Jianan Fan Dongnan Liu Weidong Cai 23 0 0 09 Feb 2024
Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation Pedro Vianna Muawiz Chaudhary Paria Mehrbod An Tang Guy Cloutier Guy Wolf Michael Eickenberg Eugene Belilovsky OOD 33 3 0 07 Feb 2024
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 37 1 0 07 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators Yan Shen Zhanghexuan Ji Chunwei Ma Mingchen Gao TTA 21 2 0 05 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 23 0 0 02 Feb 2024
Source-free Domain Adaptive Object Detection in Remote Sensing Images Weixing Liu Jun Liu X. Su Han Nie Bin Luo 33 8 0 31 Jan 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation Pascal Schlachter Bin Yang 24 3 0 31 Jan 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Mohammad Rostami CLL 28 2 0 31 Jan 2024
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation Tuan Nguyen Van Nguyen Trung Le He Zhao Quan Hung Tran Dinh Q. Phung OT 17 1 0 29 Jan 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 29 0 0 26 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 36 0 0 23 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time Adaptation Guowei Wang Changxing Ding Wentao Tan Mingkui Tan VLM 37 2 0 15 Jan 2024
Domain Adaptation for Large-Vocabulary Object Detectors Kai Jiang Jiaxing Huang Weiying Xie Jie Lei Yunsong Li Ling Shao Shijian Lu ObjD VLM 37 2 0 13 Jan 2024
CLIP-Guided Source-Free Object Detection in Aerial Images Nanqing Liu Xun Xu Yongyi Su Chengxin Liu Peiliang Gong Heng-Chao Li ObjD 42 4 0 10 Jan 2024
Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data Jinjin Zhu Yucheng Chen Lin Wang 30 2 0 10 Jan 2024
Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization Yikang Wei Yahong Han 63 8 0 05 Jan 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation I. Diamant Amir Rosenfeld Idan Achituve Jacob Goldberger Arnon Netzer 31 1 0 03 Jan 2024
Glance and Focus: Memory Prompting for Multi-Event Video Question Answering Ziyi Bai Ruiping Wang Xilin Chen 97 8 0 03 Jan 2024
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation Jiaming Liu Ran Xu Senqiao Yang Renrui Zhang Qizhe Zhang Zehui Chen Yandong Guo Shanghang Zhang TTA 35 10 0 19 Dec 2023
When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection Dongmin Kim S. Park Jaegul Choo AI4TS OOD 16 13 0 19 Dec 2023
Prompt-based Distribution Alignment for Unsupervised Domain Adaptation Shuanghao Bai Min Zhang Wanqi Zhou Siteng Huang Zhirong Luan Donglin Wang Badong Chen OOD VLM 29 32 0 15 Dec 2023
Unraveling Batch Normalization for Realistic Test-Time Adaptation A. Mondal Jingwei Guo B. Roy C. Roy Qiufeng Wang Kevin A. Schneider 25 4 0 15 Dec 2023
Unknown Sample Discovery for Source Free Open Set Domain Adaptation C. S. Jahan Andreas E. Savakis TTA 18 2 0 05 Dec 2023
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Heng Li Ziqin Lin Zhongxi Qiu Zinan Li Huazhu Fu Yan Hu Jiang-Dong Liu MedIm 37 9 0 03 Dec 2023
Label Delay in Online Continual Learning Botos Csaba Wenxuan Zhang Matthias Muller Ser-Nam Lim Mohamed Elhoseiny Philip H. S. Torr Adel Bibi CLL 37 0 0 01 Dec 2023
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 16 10 0 30 Nov 2023
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding Martin Wimpff Mario Döbler Bin Yang 17 7 0 30 Nov 2023
Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling Mrigank Raman Rohan Shah Akash Kannan Pranit Chawla DiffM 19 0 0 29 Nov 2023
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos Takehiko Ohkawa Takuma Yagi Taichi Nishimura Ryosuke Furuta Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato EgoV 44 8 0 28 Nov 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 30 2 0 27 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 30 21 0 27 Nov 2023