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
Single-Shot Domain Adaptation via Target-Aware Generative Augmentation Rakshith Subramanyam Kowshik Thopalli Spring Berman P. Turaga Jayaraman J. Thiagarajan TTA 28 1 0 29 Oct 2022
On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Qian Wang T. Breckon 30 3 0 25 Oct 2022
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow David Osowiechi G. A. V. Hakim Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers OOD 27 22 0 20 Oct 2022
Variational Model Perturbation for Source-Free Domain Adaptation Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 34 25 0 19 Oct 2022
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation Jun-Kun Wang Andre Wibisono 35 7 0 18 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 27 7 0 15 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 22 2 0 14 Oct 2022
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Alessandro Conti Paolo Rota Yiming Wang Elisa Ricci 16 5 0 11 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation Yunhe Gao Xingjian Shi Yi Zhu Hongya Wang Zhiqiang Tang Xiong Zhou Mu Li Dimitris N. Metaxas VPVLM VLM 37 80 0 10 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 40 100 0 09 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong Zhixiang Chi Li Gu Yang Wang Yuanhao Yu Jingshan Tang OOD 66 29 0 08 Oct 2022
Mixup for Test-Time Training Bochao Zhang Rui Shao Jingda Du Pc Yuen TTA 14 1 0 04 Oct 2022
Information-Theoretic Analysis of Unsupervised Domain Adaptation Ziqiao Wang Yongyi Mao 38 11 0 03 Oct 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Haoran Chen Xintong Han Zuxuan Wu Yu-Gang Jiang 94 25 0 30 Sep 2022
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Xiaofeng Liu Fangxu Xing G. El Fakhri Jonghye Woo OOD 37 30 0 16 Sep 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu Weili Nie De-An Huang Zhiding Yu Tom Goldstein Anima Anandkumar Chaowei Xiao VLM VPVLM 186 282 0 15 Sep 2022
Test-Time Adaptation with Principal Component Analysis Thomas Cordier Victor Bouvier Gilles Hénaff C´eline Hudelot TTA 25 1 0 13 Sep 2022
Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain Lianyu Wang Meng Wang Daoqiang Zhang Huazhu Fu 11 2 0 05 Sep 2022
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Satoshi Kondo OOD 31 4 0 03 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation JoonHo Lee Gyemin Lee 30 32 0 31 Aug 2022
Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Jiangbo Pei Zhuqing Jiang Aidong Men Liang Chen Yang Liu Qingchao Chen 25 26 0 30 Aug 2022
Local Context-Aware Active Domain Adaptation Tao Sun Cheng Lu Haibin Ling 33 8 0 26 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 24 15 0 26 Aug 2022
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Qucheng Peng Zhengming Ding Lingjuan Lyu Lichao Sun Chen Chen OOD MLAU 16 18 0 22 Aug 2022
GraphTTA: Test Time Adaptation on Graph Neural Networks Guan-Wun Chen Jiying Zhang Xi Xiao Yongqian Li OOD 36 10 0 19 Aug 2022
Evaluating Continual Test-Time Adaptation for Contextual and Semantic Domain Shifts Tommie Kerssies Mert Kilickaya Joaquin Vanschoren OOD TTA 30 7 0 18 Aug 2022
Domain-Specific Risk Minimization for Out-of-Distribution Generalization Yi-Fan Zhang Jindong Wang Jian Liang Zhang Zhang Baosheng Yu Liangdao Wang Dacheng Tao Xingxu Xie OOD 24 16 0 18 Aug 2022
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model Xiaofeng Liu Chaehwa Yoo Fangxu Xing C.-C. Jay Kuo G. El Fakhri Jonghye Woo 28 15 0 16 Aug 2022
Introducing Intermediate Domains for Effective Self-Training during Test-Time Robert A. Marsden Mario Döbler Bin Yang TTA OOD 32 8 0 16 Aug 2022
Uncertainty-guided Source-free Domain Adaptation Subhankar Roy Martin Trapp Andrea Pilzer Arno Solin N. Sebe Elisa Ricci Arno Solin EDL TTA UQLM UQCV 40 64 0 16 Aug 2022
Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Kevin Musgrave Serge J. Belongie Ser-Nam Lim ALM 36 5 0 15 Aug 2022
Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation Yuecong Xu Jianfei Yang Haozhi Cao Min-man Wu Xiaoli Li Lihua Xie Zhenghua Chen 36 4 0 10 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Tong Xu Lin Wang Wu Ning Chunyan Lyu Kejun Wang Chenhui Wang 30 0 0 05 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization X. Zhang Ying-Cong Chen OOD 24 5 0 03 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li 23 14 0 02 Aug 2022
Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions Florent Chiaroni Malik Boudiaf A. Mitiche Ismail Ben Ayed 25 0 0 30 Jul 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 39 26 0 27 Jul 2022
Domain-invariant Feature Exploration for Domain Generalization Wang Lu Jindong Wang Haoliang Li Yiqiang Chen Xing Xie OOD 30 69 0 25 Jul 2022
Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes Sungha Choi Seunghan Yang Seokeon Choi Sungrack Yun TTA OOD 27 64 0 24 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Mingkui Tan CLL 15 37 0 22 Jul 2022
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions Theodoros Panagiotakopoulos Pier Luigi Dovesi Linus Harenstam-Nielsen Matteo Poggi CLL 16 18 0 21 Jul 2022
Generative Domain Adaptation for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Kekai Sheng Shouhong Ding Lizhuang Ma CVBM 32 48 0 20 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori E. Krivosheev Stéphane Lathuilière N. Sebe Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 36 29 0 20 Jul 2022
Test-Time Adaptation via Conjugate Pseudo-labels Sachin Goyal Mingjie Sun Aditi Raghunathan Zico Kolter OOD 22 95 0 20 Jul 2022
$Multi-step domain adaptation by adversarial attack to $\mathcal{H} Δ\mathcal{H}$-divergence$ Multi-step domain adaptation by adversarial attack to $\mathcal{H} Δ\mathcal{H}$ -divergence Arip Asadulaev Alexander Panfilov Andrey Filchenkov AAML 19 0 0 18 Jul 2022
Prior Knowledge Guided Unsupervised Domain Adaptation Tao Sun Cheng Lu Haibin Ling 30 31 0 18 Jul 2022
Class-incremental Novel Class Discovery Subhankar Roy Mingxuan Liu Zhun Zhong N. Sebe Elisa Ricci CLL 33 43 0 18 Jul 2022
Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jianzhao Liu Xin Li Shukun An Zhibo Chen 21 13 0 17 Jul 2022
Feed-Forward Latent Domain Adaptation Ondrej Bohdal Da Li S. Hu Timothy M. Hospedales OOD 33 1 0 15 Jul 2022
Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers Ziyang Zong Jun He Lei Zhang Hai-quan Huan 24 4 0 12 Jul 2022