Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer

14 December 2020

Jian Liang

Papers citing "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

50 / 136 papers shown

Title
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 23 0 0 21 Nov 2023
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion Daixun Li Weiying Xie Yunsong Li Leyuan Fang 32 18 0 16 Nov 2023
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients Daixun Li Weiying Xie Zixuan Wang YiBing Lu Yunsong Li Leyuan Fang FedML DiffM 41 18 0 16 Nov 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Jiamei Liu Han Sun Yizhen Jia Jie Qin Huiyu Zhou Ningzhong Liu TTA 32 0 0 13 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 22 2 0 07 Oct 2023
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Yizhe Xiong Hui Chen Zijia Lin Sicheng Zhao Guiguang Ding 30 8 0 27 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 27 4 0 23 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 28 11 0 01 Sep 2023
Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri Akshay Ravindra Kulkarni Jogendra Nath Kundu R. Venkatesh Babu ViT 41 9 0 27 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 32 15 0 25 Aug 2023
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Giacomo Zara Alessandro Conti Subhankar Roy Stéphane Lathuilière Paolo Rota Elisa Ricci 27 11 0 17 Aug 2023
Rethinking the Localization in Weakly Supervised Object Localization Rui Xu Yong Luo Han Hu Bo Du Jialie Shen Yonggang Wen WSOL 27 3 0 11 Aug 2023
Source-free Domain Adaptive Human Pose Estimation Qucheng Peng Ce Zheng C. L. P. Chen 3DH TTA 35 23 0 06 Aug 2023
Curriculum Guided Domain Adaptation in the Dark C. S. Jahan Andreas E. Savakis 24 3 0 02 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 32 0 0 26 Jul 2023
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Mohamed Ragab Emadeldeen Eldele Min-man Wu Chuan-Sheng Foo Xiaoli Li Zhenghua Chen TTA AI4TS 19 18 0 14 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training Zizheng Yan Yushuang Wu Yipeng Qin Xiaoguang Han Shuguang Cui Guanbin Li 37 1 0 07 Jul 2023
Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Yongcan Yu Lijun Sheng R. He Jian Liang OOD VLM TTA 35 15 0 06 Jul 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation Jiaxing Huang Jingyi Zhang Han Qiu Sheng Jin Shijian Lu VPVLM VLM 14 0 0 29 Jun 2023
RDumb: A simple approach that questions our progress in continual test-time adaptation Ori Press Steffen Schneider Matthias Kümmerer Matthias Bethge TTA 20 26 0 08 Jun 2023
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? Jianfei Yang Hanjie Qian Yuecong Xu Kai Wang Lihua Xie 31 9 0 30 May 2023
Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment Hongbin Lin Mingkui Tan Yifan Zhang Zhen Qiu Shuaicheng Niu Dong Liu Qing Du Yanxia Liu 57 0 0 22 May 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation Yan Wang Jian Cheng Yixin Chen Shuai Shao Lanyun Zhu Zhenzhou Wu T. Liu Haogang Zhu OOD MedIm 60 25 0 26 Apr 2023
Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation B. Prasanna Sunandini Sanyal R. Venkatesh Babu CLL 26 4 0 15 Apr 2023
CoSDA: Continual Source-Free Domain Adaptation H. Feng Zhaorui Yang He-Tuo Chen Tianyu Pang Chao Du Minfeng Zhu Wei-Neng Chen Shuicheng Yan CLL TTA 29 3 0 13 Apr 2023
Towards Efficient Task-Driven Model Reprogramming with Foundation Models Shoukai Xu Jiangchao Yao Ran Luo Shuhai Zhang Zihao Lian Mingkui Tan Bo Han Yaowei Wang 24 6 0 05 Apr 2023
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Suho Lee SeungWon Seo Jihyo Kim Yejin Lee Sangheum Hwang 24 5 0 03 Apr 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai Xiaoqiang Zhou Huaibo Huang Lei Zhang Ran He 35 2 0 31 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning Won-Yong Cho Jinha Park Taesup Kim CLL 27 5 0 28 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 35 203 0 27 Mar 2023
AUTO: Adaptive Outlier Optimization for Online Test-Time OOD Detection Puning Yang Jian Liang Jie Cao R. He 36 12 0 22 Mar 2023
Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Heather J. Doig Oscar Pizarro S. Williams 19 1 0 20 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li K. Jia OOD TTA 34 14 0 20 Mar 2023
AdaptGuard: Defending Against Universal Attacks for Model Adaptation Lijun Sheng Jian Liang R. He Zilei Wang Tien-Ping Tan AAML 42 5 0 19 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Yuecong Xu Jianfei Yang Yunjiao Zhou Zhenghua Chen Min-man Wu Xiaoli Li 32 5 0 18 Mar 2023
MODIFY: Model-driven Face Stylization without Style Images Yuhe Ding Jian Liang Jie Cao A. Zheng R. He CVBM 28 2 0 17 Mar 2023
A Survey of Deep Visual Cross-Domain Few-Shot Learning Wenjian Wang Lijuan Duan Yuxi Wang Junsong Fan Zhi Gong Zhaoxiang Zhang 19 5 0 16 Mar 2023
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 48 40 0 13 Mar 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 23 94 0 23 Feb 2023
Energy-Based Test Sample Adaptation for Domain Generalization Zehao Xiao Xiantong Zhen Shengcai Liao Cees G. M. Snoek TTA 48 17 0 22 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 21 2 0 10 Feb 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels L. Yi Gezheng Xu Pengcheng Xu Jiaqi Li Ruizhi Pu Charles X. Ling A. McLeod Boyu Wang 21 39 0 31 Jan 2023
DEJA VU: Continual Model Generalization For Unseen Domains Chenxi Liu Lixu Wang Lingjuan Lyu Chen Sun Xiao Wang Qi Zhu CLL OOD 21 22 0 25 Jan 2023
Adversarial Alignment for Source Free Object Detection Qi Chu Shuyan Li Guangyi Chen Kai Li Xiu Li 18 35 0 11 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 130 90 0 31 Dec 2022
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Wenyu Zhang Li Shen Chuan-Sheng Foo TTA AI4CE 34 15 0 15 Dec 2022
Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation I. Diamant Roy H. Jennings Oranit Dror H. Habi Arnon Netzer 28 2 0 07 Dec 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Ziyi Zhang Weikai Chen Hui Cheng Z. Li Siyuan Li Liang Lin Guanbin Li 24 65 0 12 Nov 2022