Model Adaptation: Unsupervised Domain Adaptation without Source Data

26 February 2025

Papers citing "Model Adaptation: Unsupervised Domain Adaptation without Source Data"

50 / 261 papers shown

Title
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 18 4 0 07 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
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 16 1 0 03 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
STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization Yijin Chen Xun Xu Yongyi Su K. Jia TTA OOD ObjD 24 6 0 31 Mar 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai Xiaoqiang Zhou Huaibo Huang Lei Zhang Ran He 30 2 0 31 Mar 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
SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis Nicola K. Dinsdale M. Jenkinson Ana I. L. Namburete 22 2 0 28 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 29 202 0 27 Mar 2023
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Shao-Yuan Lo Poojan Oza Sumanth Chennupati Alejandro Galindo Vishal M. Patel 43 12 0 25 Mar 2023
Open-World Pose Transfer via Sequential Test-Time Adaption Junyang Chen Xiaoyu Xian Zhi Yang Tianshui Chen Yongyi Lu Yukai Shi Jin-shan Pan Liang Lin TTA 32 3 0 20 Mar 2023
AdaptGuard: Defending Against Universal Attacks for Model Adaptation Lijun Sheng Jian Liang R. He Zilei Wang Tien-Ping Tan AAML 40 5 0 19 Mar 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation Devavrat Tomar Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran TTA 20 32 0 17 Mar 2023
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision Wenxin Jiang Vishnu Banna Naveen Vivek Abhinav Goel Nicholas Synovic George K. Thiruvathukal James C. Davis VLM 32 18 0 13 Mar 2023
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 46 40 0 13 Mar 2023
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mattia Litrico Alessio Del Bue Pietro Morerio UQCV 32 59 0 07 Mar 2023
Learning to Adapt to Online Streams with Distribution Shifts Chenyan Wu Yimu Pan Yandong Li James Z. Wang TTA 22 3 0 02 Mar 2023
Do Machine Learning Models Learn Statistical Rules Inferred from Data? Aaditya Naik Yinjun Wu Mayur Naik Eric Wong 6 4 0 02 Mar 2023
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation Yushun Tang Ce Zhang Heng Xu Shuoshuo Chen Jie Cheng Luziwei Leng Qinghai Guo Zhihai He TTA 39 24 0 02 Mar 2023
Towards Stable Test-Time Adaptation in Dynamic Wild World Shuaicheng Niu Jiaxiang Wu Yifan Zhang Z. Wen Yaofo Chen P. Zhao Mingkui Tan TTA 27 245 0 24 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 21 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
In Search for a Generalizable Method for Source Free Domain Adaptation Malik Boudiaf Tom Denton B. V. Merrienboer Vincent Dumoulin Eleni Triantafillou TTA 23 19 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 26 50 0 13 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
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection Yuhe Ding Jian Liang Bo Jiang A. Zheng R. He 3DPC 8 8 0 09 Feb 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy Korawat Tanwisuth Shujian Zhang Pengcheng He Mingyuan Zhou 27 3 0 08 Feb 2023
CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation Tianxiang Ma Bingchuan Li Wei Liu Miao Hua Jing Dong T. Tan 17 5 0 03 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
Uncovering Adversarial Risks of Test-Time Adaptation Tong Wu Feiran Jia Xiangyu Qi Jiachen T. Wang Vikash Sehwag Saeed Mahloujifar Prateek Mittal AAML TTA 23 9 0 29 Jan 2023
Universal Domain Adaptation for Remote Sensing Image Scene Classification Qingsong Xu Yilei Shi X. Yuan Xiao Xiang Zhu VLM 18 30 0 26 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 16 2 0 20 Jan 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 29 11 0 03 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
A Probabilistic Framework for Lifelong Test-Time Adaptation Dhanajit Brahma Piyush Rai TTA 14 34 0 19 Dec 2022
Source-Free Domain Adaptation for Question Answering with Masked Self-training M. Yin B. Wang Yue Dong Charles X. Ling OOD 24 4 0 19 Dec 2022
Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation Hao Yan Yuhong Guo 6 4 0 15 Dec 2022
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Wenyu Zhang Li Shen Chuan-Sheng Foo TTA AI4CE 28 15 0 15 Dec 2022
Source-free Depth for Object Pop-out Zongwei Wu D. Paudel Deng-Ping Fan Jingjing Wang Shuo Wang C. Demonceaux Radu Timofte Luc Van Gool 32 44 0 10 Dec 2022
Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation I. Diamant Roy H. Jennings Oranit Dror H. Habi Arnon Netzer 20 2 0 07 Dec 2022
Union-set Multi-source Model Adaptation for Semantic Segmentation Zongyao Li Ren Togo Takahiro Ogawa Miki Haseyama 13 4 0 06 Dec 2022
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world Yulu Gan Mingjie Pan Rongyu Zhang Zijian Ling Lingran Zhao Jiaming Liu Shanghang Zhang VLM 33 15 0 02 Dec 2022
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Shishuai Hu Zehui Liao Yong-quan Xia OOD MedIm 20 21 0 21 Nov 2022
Delivering Speaking Style in Low-resource Voice Conversion with Multi-factor Constraints Zhichao Wang Xinsheng Wang Linfu Xie Yuan-Jui Chen Qiao Tian Yuping Wang 22 5 0 16 Nov 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 22 65 0 12 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 21 19 0 07 Nov 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 29 7 0 18 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 19 7 0 15 Oct 2022