Papers citing 'Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation'

Title
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos Takehiko Ohkawa Takuma Yagi Taichi Nishimura Ryosuke Furuta Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato EgoV 148 9 0 28 Nov 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 131 5 0 27 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 219 41 0 27 Nov 2023
UFDA: Universal Federated Domain Adaptation with Practical Assumptions Xinhui Liu Huan Wang Luping Zhou Dong Xu Wei Xi Gairui Bai Yihan Zhao Jizhong Zhao 150 8 0 27 Nov 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 149 0 0 21 Nov 2023
Gradual Source Domain Expansion for Unsupervised Domain Adaptation Thomas Westfechtel Hao-Wei Yeh Dexuan Zhang Tatsuya Harada CLL 101 17 0 16 Nov 2023
Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation Junyoung Park Jin-Hwa Kim Hyeongjun Kwon Ilhoon Yoon Kwanghoon Sohn 149 10 0 10 Nov 2023
Effective Restoration of Source Knowledge in Continual Test Time Adaptation Fahim Faisal Niloy Sk. Miraj Ahmed Dripta S. Raychaudhuri Samet Oymak Amit K. Roy-Chowdhury KELM CLL TTA 116 13 0 08 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization Prathmesh Bele Valay Bundele Avigyan Bhattacharya Ankit Jha Gemma Roig Biplab Banerjee 106 5 0 05 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 120 7 0 02 Nov 2023
Improving Entropy-Based Test-Time Adaptation from a Clustering View Guoliang Lin Hanjiang Lai Yan Pan Jian Yin OOD TTA 188 3 0 31 Oct 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 196 28 0 31 Oct 2023
Adaptive Test-Time Personalization for Federated Learning Wenxuan Bao Tianxin Wei Haohan Wang Jingrui He TTA OOD 108 24 0 28 Oct 2023
Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data Pramit Saha Divyanshu Mishra J. A. Noble FedML 163 8 0 28 Oct 2023
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition Shuoyuan Wang Yongfeng Zhang Huajun Xi Bob Zhang Lei Zhang Jianguo Huang TTA 129 19 0 28 Oct 2023
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Jiesi Hu Yanwu Yang Xutao Guo Jinghua Wang Heather Ting Ma MedIm 92 5 0 27 Oct 2023
Confounder Balancing in Adversarial Domain Adaptation for Pre-Trained Large Models Fine-Tuning Shuoran Jiang Qingcai Chen Yang Xiang Youcheng Pan Xiangping Wu AI4CE 138 1 0 24 Oct 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 194 12 0 20 Oct 2023
ClusT3: Information Invariant Test-Time Training G. A. V. Hakim David Osowiechi Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers TTA OOD 119 18 0 18 Oct 2023
Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation Sandipan Choudhuri Arunabha Sen OOD 105 0 0 18 Oct 2023
SODA: Robust Training of Test-Time Data Adaptors Zige Wang Yonggang Zhang Zhen Fang Long Lan Wenjing Yang Bo Han 88 2 0 17 Oct 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 135 6 0 16 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 111 0 0 13 Oct 2023
Transferable Deep Clustering Model Zhengwu Zhang Liang Zhao 107 0 0 07 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 118 13 0 07 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 107 4 0 07 Oct 2023
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation Chung-Soo Ahn Jagath Rajapakse Rajib Rana 82 0 0 07 Oct 2023
Continual Test-time Domain Adaptation via Dynamic Sample Selection Yanshuo Wang Jie Hong A. Cheraghian Shafin Rahman David Ahmedt-Aristizabal Lars Petersson Mehrtash Harandi TTA 119 20 0 05 Oct 2023
Bag of Tricks for Fully Test-Time Adaptation Saypraseuth Mounsaveng Florent Chiaroni Malik Boudiaf M. Pedersoli Ismail Ben Ayed TTA 98 7 0 03 Oct 2023
Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation Shivang Chopra Suraj Kothawade Houda Aynaou Vasu Sharma DiffM 117 0 0 02 Oct 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback Teresa Yeo Oğuzhan Fatih Kar Zahra Sodagar Amir Zamir TTA OOD 108 8 0 27 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 121 11 0 26 Sep 2023
Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation Jiayin Ni Senqiao Yang Ran Xu Jiaming Liu Xiaoqi Li Wenyu Jiao Zehui Chen Yi Liu Shanghang Zhang TTA 127 10 0 24 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 132 8 0 23 Sep 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Zhongqi Yue Hanwang Zhang Qianru Sun OOD 145 24 0 22 Sep 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering T. Park Simone DÁmico 147 10 0 20 Sep 2023
NoisyNN: Exploring the Impact of Information Entropy Change in Learning Systems Xiao-Xing Yu Zhe Huang Yao Xue L. Zhang Li Wang D. Zhu 121 6 0 19 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 112 0 0 12 Sep 2023
DAD++: Improved Data-free Test Time Adversarial Defense Gaurav Kumar Nayak Inder Khatri Shubham Randive Ruchit Rawal Anirban Chakraborty AAML 109 2 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 105 7 0 07 Sep 2023
Better Practices for Domain Adaptation Linus Ericsson Da Li Timothy M. Hospedales AI4CE TTA 92 6 0 07 Sep 2023
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes Sandipan Choudhuri Suli C. Adeniye Arunabha Sen 98 0 0 07 Sep 2023
pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation Manogna Sreenivas Goirik Chakrabarty Soma Biswas TTA 125 3 0 02 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 108 17 0 01 Sep 2023
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Yanyu Ye Zheng Zhang Chunna Tianb Wei Wei 107 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 101 17 0 27 Aug 2023
Calibrating Panoramic Depth Estimation for Practical Localization and Mapping Junho Kim Eungbean Lee Y. Kim MDE 126 1 0 27 Aug 2023
Prior-guided Source-free Domain Adaptation for Human Pose Estimation Dripta S. Raychaudhuri Calvin-Khang Ta Arindam Dutta Rohit Lal Amit K. Roy-Chowdhury TTA 3DH 95 17 0 26 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 147 19 0 25 Aug 2023
Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis Yuqi Fang Jinjian Wu Qianqian Wang S. Qiu Andrea Bozoki Huaicheng Yan Mingxia Liu 92 14 0 24 Aug 2023