A Prototype-Oriented Framework for Unsupervised Domain Adaptation

22 October 2021

Korawat Tanwisuth

Xinjie Fan

Huangjie Zheng

Mingyuan Zhou

Papers citing "A Prototype-Oriented Framework for Unsupervised Domain Adaptation"

50 / 53 papers shown

Title
Context Aware Grounded Teacher for Source Free Object Detection Tajamul Ashraf Rajes Manna Partha Sarathi Purkayastha Tavaheed Tariq Janibul Bashir 25 0 0 21 Apr 2025
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing Zhu Li Tianchen Zhao Xiang Xu Zheng Zhang Zhihua Li Xuanbai Chen Q. Zhang Alessandro Bergamo Anil K. Jain Yifan Xing 37 0 0 29 Mar 2025
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning Miaoge Li Jingcai Guo Richard Yi Da Xu Dongsheng Wang Xiaofeng Cao Zhijie Rao Song Guo CoGe 76 3 0 28 Jan 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 48 1 0 31 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 83 14 0 09 Dec 2024
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 76 1 0 25 Nov 2024
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame Evan Markou Thalaiyasingam Ajanthan Stephen Gould 31 0 0 02 Nov 2024
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis Fuying Wang Feng Wu Yihan Tang Lequan Yu AI4TS 30 0 0 01 Nov 2024
Rethinking Weak-to-Strong Augmentation in Source-Free Domain Adaptive Object Detection Jiuzheng Yang Song Tang Yangkuiyi Zhang Shuaifeng Li Mao Ye Jianwei Zhang Xiatian Zhu 30 1 0 07 Oct 2024
An Enhanced Federated Prototype Learning Method under Domain Shift Liang Kuang Kuangpu Guo Jian Liang Jianguo Zhang FedML 29 0 0 27 Sep 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 83 3 0 17 Sep 2024
Advancing Prompt Learning through an External Layer Fangming Cui Xun Yang Chao Wu Liang Xiao Xinmei Tian VLM 38 1 0 29 Jul 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 52 0 0 13 Jun 2024
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization Yi Gu Zhendong Wang Yueqin Yin Yujia Xie Mingyuan Zhou 38 15 0 10 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 70 1 0 03 Jun 2024
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan 54 8 0 28 Mar 2024
Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains Lei Wang Jieming Bian Letian Zhang Cheng Chen Jie Xu 37 7 0 14 Mar 2024
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning Jianqing Zhang Yang Liu Yang Hua Jian Cao FedML 68 38 0 06 Jan 2024
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 33 21 0 27 Nov 2023
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement Avani Gupta Saurabh Saini P. J. Narayanan 28 6 0 26 Nov 2023
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection Ruiying Lu YuJie Wu Long Tian Dongsheng Wang Bo Chen Xiyang Liu Ruimin Hu 33 39 0 22 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Junyu Gao Xinhong Ma Changsheng Xu 34 4 0 12 Oct 2023
Single Image Test-Time Adaptation for Segmentation Klara Janouskova T. Shor Chaim Baskin Jirí Matas TTA OOD 40 3 0 25 Sep 2023
CAME: Contrastive Automated Model Evaluation Ru Peng Qiuyang Duan Haobo Wang Jiachen Ma Yanbo Jiang Yongjun Tu Xiu Jiang J. Zhao ELM 31 4 0 22 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 34 2 0 20 Aug 2023
GPA-3D: Geometry-aware Prototype Alignment for Unsupervised Domain Adaptive 3D Object Detection from Point Clouds Ziyu Li Jingming Guo Tongtong Cao Bingbing Liu Wankou Yang 3DPC 36 9 0 16 Aug 2023
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants Yibo Yang Haobo Yuan Hefei Ling Jianlong Wu Lefei Zhang Zhouchen Lin Philip Torr Dacheng Tao Guohao Li CLL 31 8 0 03 Aug 2023
A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation Minghao Chen Ze-Feng Gao Shuai Zhao Qibo Qiu Wenxiao Wang Binbin Lin Xiaofei He 23 1 0 01 Aug 2023
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Qinji Yu Nan Xi Junsong Yuan Ziyu Zhou K. Dang Xiucai Ding OOD MedIm 38 14 0 19 Jul 2023
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation Changqi Wang Haoyu Xie Yuhui Yuan Chong Fu Xiangyu Yue VLM 30 9 0 19 Jul 2023
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification Miaoge Li Dongsheng Wang Xinyang Liu Zequn Zeng Ruiying Lu Bo Chen Mingyuan Zhou VLM OT 25 15 0 18 Jul 2023
Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning Yifan Zhao Tong Zhang Jia Li Yonghong Tian 44 19 0 18 Jun 2023
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization Feifei Shao Yawei Luo Lei Chen Ping Liu Wei Yang Yi Yang Jun Xiao WSOL 28 2 0 24 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
Model-Contrastive Federated Domain Adaptation Chang’an Yi Haotian Chen Yonghui Xu Yifan Zhang MedIm FedML 35 0 0 07 May 2023
Multi-Domain Learning From Insufficient Annotations Tahira Shehzadi Shengcai Liu D. Stricker Marcus Liwicki Muhammad Zeshan Afzal 26 1 0 04 May 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 91 28 0 29 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 38 205 0 27 Mar 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Jinjing Zhu Haotian Bai Lin Wang ViT 77 72 0 23 Mar 2023
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models Xinyang Liu Dongsheng Wang Bowei Fang Miaoge Li Zhibin Duan Yishi Xu Bo Chen Mingyuan Zhou VLM VPVLM 29 5 0 16 Mar 2023
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Jinghan Ru Jun Tian Zhekai Du Chengwei Xiao Jingjing Li H. Shen 32 10 0 08 Mar 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy Korawat Tanwisuth Shujian Zhang Pengcheng He Mingyuan Zhou 29 3 0 08 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles Ling 32 6 0 03 Feb 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels L. Yi Gezheng Xu Pengcheng Xu Jiaqi Li Ruizhi Pu Charles Ling A. McLeod Boyu Wang 23 39 0 31 Jan 2023
DEJA VU: Continual Model Generalization For Unseen Domains Chenxi Liu Lixu Wang Lingjuan Lyu Chen Sun Tianlin Li Qi Zhu CLL OOD 30 22 0 25 Jan 2023
Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations Wentao Chen Z. Zhang Wei Wang Liang Wang Zilei Wang Tieniu Tan 21 10 0 16 Jul 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Julian Gebele Bonifaz Stuhr Johann Haselberger 26 12 0 16 Jun 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
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 36 54 0 06 Apr 2022
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings Dongsheng Wang D. Guo He Zhao Huangjie Zheng Korawat Tanwisuth Bo Chen Mingyuan Zhou 27 38 0 03 Mar 2022