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
Consistency Based Unsupervised Self-training For ASR Personalisation Jisi Zhang Vandana Rajan Haaris Mehmood David Tuckey Pablo Peso Parada Md. Asif Jalal Karthikeyan P. Saravanan Gil Ho Lee Jungin Lee Seokyeong Jung 13 0 0 22 Jan 2024
Unsupervised Domain Adaptation Using Compact Internal Representations Mohammad Rostami 29 1 0 14 Jan 2024
Source-Free Cross-Modal Knowledge Transfer by Unleashing the Potential of Task-Irrelevant Data Jinjin Zhu Yucheng Chen Lin Wang 25 2 0 10 Jan 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation I. Diamant Amir Rosenfeld Idan Achituve Jacob Goldberger Arnon Netzer 26 1 0 03 Jan 2024
Cloud-Device Collaborative Learning for Multimodal Large Language Models Guanqun Wang Jiaming Liu Chenxuan Li Junpeng Ma Yuan Zhang ... Kevin Zhang Maurice Chong Ray Zhang Yijiang Liu Shanghang Zhang 39 7 0 26 Dec 2023
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization Yanan Wu Zhixiang Chi Yang Wang Konstantinos N. Plataniotis Songhe Feng OOD 19 16 0 15 Dec 2023
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Haojie Zhang Yongyi Su Xun Xu Kui Jia OOD VLM 27 21 0 06 Dec 2023
Target-agnostic Source-free Domain Adaptation for Regression Tasks Tianlang He Zhiqiu Xia Jierun Chen Haoliang Li S.-H. Gary Chan 36 4 0 01 Dec 2023
TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start Jie Shi A. Siebes S. Mehrkanoon 19 0 0 30 Nov 2023
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 16 10 0 30 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 25 21 0 27 Nov 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 28 4 0 16 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
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 33 2 0 28 Sep 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 14 5 0 28 Sep 2023
VPA: Fully Test-Time Visual Prompt Adaptation Jiachen Sun Mark Ibrahim Melissa Hall Ivan Evtimov Z. Morley Mao Cristian Canton Ferrer C. Hazirbas VLM 43 6 0 26 Sep 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering T. Park Simone DÁmico 24 8 0 20 Sep 2023
DAD++: Improved Data-free Test Time Adversarial Defense Gaurav Kumar Nayak Inder Khatri Shubham Randive Ruchit Rawal Anirban Chakraborty AAML 6 1 0 10 Sep 2023
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation Skyler Seto B. Theobald Federico Danieli Navdeep Jaitly Dan Busbridge TTA OOD 32 6 0 07 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 26 11 0 01 Sep 2023
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Yanyu Ye Zheng-Wei Zhang Chunna Tianb Wei Wei 17 4 0 28 Aug 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 36 9 0 27 Aug 2023
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion Duo Peng Qiuhong Ke Yinjie Lei J. Liu DiffM 18 12 0 26 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 27 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 25 11 0 17 Aug 2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Zheang Huai Xinpeng Ding Yi Li Xiaomeng Li 25 5 0 15 Aug 2023
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Jungsoo Lee Debasmit Das Jaegul Choo Sungha Choi TTA VLM 30 26 0 14 Aug 2023
Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-Supervision Jiexiang Wang Chaoqi Chen 14 2 0 13 Aug 2023
AD-CLIP: Adapting Domains in Prompt Space Using CLIP Mainak Singha Harsh Pal Ankit Jha Biplab Banerjee VLM 16 49 0 10 Aug 2023
Source-free Domain Adaptive Human Pose Estimation Qucheng Peng Ce Zheng C. L. P. Chen 3DH TTA 30 23 0 06 Aug 2023
Label Calibration for Semantic Segmentation Under Domain Shift Ondrej Bohdal Da Li Timothy M. Hospedales VLM 15 3 0 20 Jul 2023
Feed-Forward Source-Free Domain Adaptation via Class Prototypes Ondrej Bohdal Da Li Timothy M. Hospedales VLM TTA CLL 19 3 0 20 Jul 2023
Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples JoonHo Lee J. Woo H. Moon Kwonho Lee 16 2 0 19 Jul 2023
PseudoCal: A Source-Free Approach to Unsupervised Uncertainty Calibration in Domain Adaptation Dapeng Hu Jian Liang Xinchao Wang Chuan-Sheng Foo 18 0 0 14 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 30 1 0 07 Jul 2023
FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization Eunju Yang Gyusang Cho Chan-Hyun Youn TTA 19 1 0 04 Jul 2023
Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation Gabriel Tjio Ping Liu Yawei Luo C. Kwoh Joey Zhou Tianyi VLM 24 0 0 03 Jul 2023
Cross-Inferential Networks for Source-free Unsupervised Domain Adaptation Yushun Tang Qinghai Guo Z. He OOD 12 5 0 29 Jun 2023
On Pitfalls of Test-Time Adaptation Hao Zhao Yuejiang Liu Alexandre Alahi Tao R. Lin TTA 29 39 0 06 Jun 2023
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Yihong Cao Hui Zhang Xiao-Qiang Lu Zhen Xiao Kailun Yang Yaonan Wang 24 7 0 02 Jun 2023
FACT: Federated Adversarial Cross Training Stefan Schrod Jonas Lippl Andreas Schäfer Michael Altenbuchinger FedML HILM 11 3 0 01 Jun 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 51 0 0 22 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 86 28 0 29 Apr 2023
Earning Extra Performance from Restrictive Feedbacks Jing Li Yuangang Pan Yueming Lyu Yinghua Yao Yulei Sui Ivor W. Tsang 20 3 0 28 Apr 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 58 25 0 26 Apr 2023
SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation Goirik Chakrabarty Manogna Sreenivas Soma Biswas TTA 32 5 0 20 Apr 2023
Continual Source-Free Unsupervised Domain Adaptation Waqar Ahmed Pietro Morerio Vittorio Murino TTA CLL 20 2 0 14 Apr 2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble Jiahua Dong Guohua Cheng Yue Zhang Chengtao Peng Yu Song Ruofeng Tong Lanfen Lin Yen-Wei Chen 24 0 0 14 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