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

20 February 2020

Jian Liang

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

50 / 625 papers shown

Title
UFDA: Universal Federated Domain Adaptation with Practical Assumptions Xinhui Liu Zhenghao Chen Luping Zhou Dong Xu Wei Xi Gairui Bai Yihan Zhao Jizhong Zhao 26 2 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 23 0 0 21 Nov 2023
Gradual Source Domain Expansion for Unsupervised Domain Adaptation Thomas Westfechtel Hao-Wei Yeh Dexuan Zhang Tatsuya Harada CLL 49 14 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 30 7 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 A. Roy-Chowdhury KELM CLL TTA 13 10 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 13 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 36 3 0 02 Nov 2023
Improving Entropy-Based Test-Time Adaptation from a Clustering View Guoliang Lin Hanjiang Lai Yan Pan Jian Yin OOD TTA 18 2 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 32 15 0 31 Oct 2023
Adaptive Test-Time Personalization for Federated Learning Wenxuan Bao Tianxin Wei Haohan Wang Jingrui He TTA OOD 28 14 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 41 8 0 28 Oct 2023
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition Shuoyuan Wang Jindong Wang Huajun Xi Bob Zhang Lei Zhang Hongxin Wei TTA 29 12 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 38 1 0 27 Oct 2023
Adapt Anything: Tailor Any Image Classifiers across Domains And Categories Using Text-to-Image Diffusion Models Weijie Chen Haoyu Wang Shicai Yang Lei Zhang Wei Wei Yanning Zhang Luojun Lin Di Xie Yueting Zhuang DiffM VLM OOD 23 0 0 25 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 21 0 0 24 Oct 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 52 5 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 23 10 0 18 Oct 2023
Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation Sandipan Choudhuri Arunabha Sen OOD 21 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 19 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 33 4 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 32 0 0 13 Oct 2023
Transferable Deep Clustering Model Zhengwu Zhang Liang Zhao 19 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 31 10 0 07 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 22 2 0 07 Oct 2023
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation Chung-Soo Ahn Jagath Rajapakse Rajib Rana 14 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 17 15 0 05 Oct 2023
Bag of Tricks for Fully Test-Time Adaptation Saypraseuth Mounsaveng Florent Chiaroni Malik Boudiaf M. Pedersoli Ismail Ben Ayed TTA 24 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 Aman Chadha DiffM 30 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 31 3 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 43 6 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 27 7 0 24 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 27 4 0 23 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
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering T. Park Simone DÁmico 29 8 0 20 Sep 2023
NoisyNN: Exploring the Influence of Information Entropy Change in Learning Systems Xiao-Xing Yu Zhe Huang Yao Xue Lu Zhang Li Wang Tianming Liu Dajiang Zhu 24 6 0 19 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 28 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 21 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 42 6 0 07 Sep 2023
Better Practices for Domain Adaptation Linus Ericsson Da Li Timothy M. Hospedales AI4CE TTA 29 4 0 07 Sep 2023
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes Sandipan Choudhuri Suli C. Adeniye Arunabha Sen 21 0 0 07 Sep 2023
pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation Manogna Sreenivas Goirik Chakrabarty Soma Biswas TTA 14 1 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 30 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 44 9 0 27 Aug 2023
Calibrating Panoramic Depth Estimation for Practical Localization and Mapping Junho Kim Eungbean Lee Y. Kim MDE 29 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 A. Roy-Chowdhury TTA 3DH 20 15 0 26 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 32 15 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 17 6 0 24 Aug 2023
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets Cody Simons Dripta S. Raychaudhuri Sk. Miraj Ahmed Suya You Konstantinos Karydis A. Roy-Chowdhury 21 3 0 23 Aug 2023
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Chun-Mei Feng Ling Shao VLM 27 2 0 21 Aug 2023