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
Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation Amirhossein Dadashzadeh Parsa Esmati Majid Mirmehdi TTA VLM 40 0 0 15 Apr 2025
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model Shuhei Tarashima Xinqi Shu Norio Tagawa VLM 43 0 0 30 Mar 2025
OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad Luyao Tang Yuxuan Yuan C. L. P. Chen Zeyu Zhang Yue Huang Kun Zhang 48 0 0 24 Mar 2025
Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift Jingyi Liao Xun Xu Yongyi Su Rong-Cheng Tu Y. Liu Dacheng Tao Xulei Yang OOD 54 1 0 19 Mar 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Ming Cheng Y. Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 84 0 0 15 Mar 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation Zhen Zhang Bingsheng He 101 2 0 05 Feb 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift A. Nguyen Lam C. Tran Anh Tong Tuan-Duy H. Nguyen Toan M. Tran 35 1 0 31 Dec 2024
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Jing Wang Wonho Bae Jiahong Chen Kuangen Zhang Leonid Sigal C. D. Silva 95 0 0 18 Dec 2024
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei Chunwei Ma Meng Ding Yufan Zhou Ziyun Huang Jinhui Xu 69 0 0 10 Dec 2024
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs Siyang Li Ziwei Wang Hanbin Luo L. Ding Dongrui Wu 98 12 0 10 Dec 2024
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Tianwang Jia Lubin Meng Siyang Li Jiajing Liu Dongrui Wu 89 2 0 02 Dec 2024
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy Yuxuan Wen Evgenia Roussinova Olivier Brina Paolo Machi Mohamed Bouri OOD MedIm 16 0 0 09 Oct 2024
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement Gaurav Patel Christopher Sandino Behrooz Mahasseni Ellen L. Zippi Erdrin Azemi Ali Moin Juri Minxha TTA AI4TS 31 3 0 03 Oct 2024
RmGPT: Rotating Machinery Generative Pretrained Model Yilin Wang Yifei Yu Kong Sun Peixuan Lei Yuxuan Zhang Enrico Zio Aiguo Xia Yuanxiang Li LM&MA AI4CE 19 0 0 26 Sep 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement Haodong Li Hao Lu Ying-Cong Chen 18 0 0 25 Sep 2024
EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xu Zheng Lin Wang 11 1 0 19 Sep 2024
Bootstrap Segmentation Foundation Model under Distribution Shift via Object-Centric Learning Luyao Tang Yuxuan Yuan C. L. P. Chen Kunze Huang Xinghao Ding Yue Huang VLM 22 1 0 29 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong H. Fu 40 0 0 14 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 20 6 0 05 Aug 2024
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 42 1 0 29 Jul 2024
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Mengyao Lyu Tianxiang Hao Xinhao Xu Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM TTA 19 3 0 26 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 22 0 0 09 Jul 2024
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation Yunbei Zhang Akshay Mehra Jihun Hamm VLM 23 2 0 12 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Dong Zhao Shuang Wang Qi Zang Licheng Jiao N. Sebe Zhun Zhong 24 1 0 10 Jun 2024
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation Mohamed Ragab Peiliang Gong Emadeldeen Eldele Wenyu Zhang Min-man Wu Chuan-Sheng Foo Daoqiang Zhang Xiaoli Li Zhenghua Chen TTA AI4TS 25 2 0 04 Jun 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 23 0 0 29 May 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 24 0 0 26 May 2024
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network Weiyu Guo Ying Sun Yijie Xu Ziyue Qiao Yongkui Yang Hui Xiong 19 1 0 23 May 2024
High-order Neighborhoods Know More: HyperGraph Learning Meets Source-free Unsupervised Domain Adaptation Jinkun Jiang Qingxuan Lv Yuezun Li Yong Du Sheng Chen Hui Yu Junyu Dong 21 0 0 11 May 2024
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training Wenyu Zhang Li Shen Chuan-Sheng Foo VLM TTA 34 1 0 05 May 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 30 0 0 26 Apr 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 21 0 0 27 Mar 2024
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Sanqing Qu Tianpei Zou Florian Röhrbein Cewu Lu Guang Chen Dacheng Tao Changjun Jiang 24 1 0 21 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 25 8 0 21 Mar 2024
SF(DA) $^2$ : Source-free Domain Adaptation Through the Lens of Data Augmentation Uiwon Hwang Jonghyun Lee Juhyeon Shin Sungroh Yoon 16 6 0 16 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 18 0 0 11 Mar 2024
Single-to-Dual-View Adaptation for Egocentric 3D Hand Pose Estimation Ruicong Liu Takehiko Ohkawa Mingfang Zhang Yoichi Sato 28 4 0 07 Mar 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection Boyang Peng Sanqing Qu Yong Wu Tianpei Zou Lianghua He Alois C. Knoll Guang Chen Changjun Jiang AAML 16 1 0 07 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 19 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 20 3 0 03 Mar 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 22 0 0 20 Feb 2024
SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization Ying Jin Jiaqi Wang Dahua Lin 25 2 0 13 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou A. Hengel Lingqiao Liu 8 0 0 02 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Mohammad Rostami CLL 12 1 0 31 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 8 0 0 26 Jan 2024
Direct Distillation between Different Domains Jialiang Tang Shuo Chen Gang Niu Hongyuan Zhu Joey Tianyi Zhou Chen Gong Masashi Sugiyama 38 1 0 12 Jan 2024
Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data Jinjin Zhu Yucheng Chen Lin Wang 17 2 0 10 Jan 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation I. Diamant Amir Rosenfeld Idan Achituve Jacob Goldberger Arnon Netzer 15 0 0 03 Jan 2024
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Haojie Zhang Yongyi Su Xun Xu Kui Jia OOD VLM 24 17 0 06 Dec 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 17 0 0 27 Nov 2023