Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering

19 March 2020

Papers citing "Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering"

50 / 132 papers shown

Title
Concept-Based Unsupervised Domain Adaptation Xinyue Xu Y. Hu Hui Tang Yi Qin Lu Mi Hao Wang Xiaomeng Li 50 0 0 08 May 2025
Energy-Based Pseudo-Label Refining for Source-free Domain Adaptation Xinru Meng Han Sun J. Liu Ningzhong Liu Huiyu Zhou 54 0 0 23 Apr 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 65 1 0 19 Mar 2025
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network Zijian Zhao Tingwei Chen Zhijie Cai Xiaoyang Li Hang Li Qimei Chen Guangxu Zhu 65 3 0 17 Feb 2025
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning Quanmin Wei Penglin Dai Wei Li Bingyi Liu Xiao-Jun Wu 46 0 0 15 Feb 2025
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 52 0 0 13 Jun 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 38 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 42 4 0 05 May 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Xi Chen Haosen Yang Huicong Zhang Hongxun Yao Xiatian Zhu 41 2 0 17 Mar 2024
SF(DA) $^2$ : Source-free Domain Adaptation Through the Lens of Data Augmentation Uiwon Hwang Jonghyun Lee Juhyeon Shin Sungroh Yoon 31 10 0 16 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 40 15 0 05 Mar 2024
Few-shot Learner Parameterization by Diffusion Time-steps Zhongqi Yue Pan Zhou Richang Hong Hanwang Zhang Qianru Sun 36 11 0 05 Mar 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
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 34 1 0 07 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 23 0 0 02 Feb 2024
Prompt-based Distribution Alignment for Unsupervised Domain Adaptation Shuanghao Bai Min Zhang Wanqi Zhou Siteng Huang Zhirong Luan Donglin Wang Badong Chen OOD VLM 27 32 0 15 Dec 2023
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 26 2 0 07 Dec 2023
Gradual Source Domain Expansion for Unsupervised Domain Adaptation Thomas Westfechtel Hao-Wei Yeh Dexuan Zhang Tatsuya Harada CLL 41 14 0 16 Nov 2023
Deep Feature Registration for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 23 0 0 24 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
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Junyu Gao Xinhong Ma Changsheng Xu 31 4 0 12 Oct 2023
Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 30 0 0 02 Oct 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu K. Jia TTA 76 23 0 26 Sep 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Zhongqi Yue Hanwang Zhang Qianru Sun OOD 33 16 0 22 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 33 24 0 09 Sep 2023
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Jiajin Zhang Hanqing Chao Amit Dhurandhar Pin-Yu Chen A. Tajer Yangyang Xu Pingkun Yan 25 9 0 03 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
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion Duo Peng Qiuhong Ke Yinjie Lei J. Liu DiffM 26 12 0 26 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 28 2 0 20 Aug 2023
AD-CLIP: Adapting Domains in Prompt Space Using CLIP Mainak Singha Harsh Pal Ankit Jha Biplab Banerjee VLM 22 49 0 10 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
Consistency Regularization for Generalizable Source-free Domain Adaptation Longxiang Tang Kai Li Chunming He Yulun Zhang Xiu Li TTA 32 15 0 03 Aug 2023
Curriculum Guided Domain Adaptation in the Dark C. S. Jahan Andreas E. Savakis 24 3 0 02 Aug 2023
Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather C. S. Jahan Andreas E. Savakis 9 1 0 02 Aug 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
AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Jun Kataoka H. Yoon OOD 9 0 0 28 Apr 2023
CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation P. Chirag Mukta Wagle Ravish Gupta Pranav Jeevan A. Sethi 11 2 0 19 Apr 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Nazmul Karim Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera Nazanin Rahnavard TTA 21 56 0 30 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
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Hui Tang K. Jia OOD 31 13 0 16 Mar 2023
Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation Zhongying Deng Da Li Junjun He Yi-Zhe Song Tao Xiang 11 0 0 10 Mar 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles X. Ling 32 6 0 03 Feb 2023
Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation Weijian Deng Yumin Suh Stephen Gould Liang Zheng UQCV 26 12 0 02 Feb 2023
Free Lunch for Domain Adversarial Training: Environment Label Smoothing Yifan Zhang Xue Wang Jian Liang Zhang Zhang Liangsheng Wang Rong Jin Tien-Ping Tan 41 39 0 01 Feb 2023
Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Yuqi Chen Xiangbin Zhu Yonggang Li Yingjian Li H. Fang SSL 13 3 0 31 Jan 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
Chaos to Order: A Label Propagation Perspective on Source-Free Domain Adaptation Chunwei Wu Guitao Cao Yan Li Xidong Xi Wenming Cao Hong Wang TTA 21 2 0 20 Jan 2023
High-level semantic feature matters few-shot unsupervised domain adaptation Lei Yu Wanqi Yang Sheng Huang Lei Wang Ming Yang 22 3 0 05 Jan 2023
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
FIXED: Frustratingly Easy Domain Generalization with Mixup Wang Lu Jindong Wang Han Yu Lei Huang Xiang Zhang Yiqiang Chen Xingxu Xie 26 6 0 07 Nov 2022