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
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Meihan Liu Zhen Zhang Jiachen Tang Jiajun Bu Bingsheng He Sheng Zhou 31 3 0 09 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation Arindam Dutta Rohit Lal Yash Garg Calvin-Khang Ta Dripta S. Raychaudhuri Hannah Dela Cruz A. Roy-Chowdhury 28 1 0 04 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 53 7 0 03 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 48 3 0 01 Jul 2024
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Zhehan Kan Yi Zhang Qinghai Guo Zhihai He 48 2 0 27 Jun 2024
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation Yong Wu Yang Wang Sanqing Qu Zhijun Li Guang Chen 32 1 0 13 Jun 2024
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation Yunbei Zhang Akshay Mehra Jihun Hamm VLM 39 2 0 12 Jun 2024
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model Kyeongjin Ahn Sungwon Han Sungwon Park Jihee Kim Sangyoon Park Meeyoung Cha 28 2 0 12 Jun 2024
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment Jiayi Guo Junhao Zhao Chunjiang Ge Chaoqun Du Zanlin Ni Shiji Song Humphrey Shi Gao Huang TTA DiffM 42 5 0 06 Jun 2024
Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions Han Sun Kevin Ammann Stylianos Giannoulakis Olga Fink TTA 24 1 0 06 Jun 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 36 1 0 05 Jun 2024
Rethinking Guidance Information to Utilize Unlabeled Samples:A Label Encoding Perspective Yulong Zhang Yuan Yao Shuhao Chen Pengrong Jin Yu Zhang Jian Jin Jiangang Lu 37 1 0 05 Jun 2024
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation Mohamed Ragab Peiliang Gong Emadeldeen Eldele Wenyu Zhang Min-man Wu Chuan-Sheng Foo Daoqiang Zhang Xiaoli Li Zhenghua Chen TTA AI4TS 40 2 0 04 Jun 2024
Boosting Vision-Language Models with Transduction Maxime Zanella Benoît Gérin Ismail Ben Ayed VLM 42 5 0 03 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 67 1 0 03 Jun 2024
Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation Manogna Sreenivas Soma Biswas VLM 43 0 0 01 Jun 2024
"Forgetting" in Machine Learning and Beyond: A Survey Alyssa Shuang Sha Bernardo Pereira Nunes Armin Haller MU KELM 38 1 0 31 May 2024
Domain Adaptation with Cauchy-Schwarz Divergence Wenzhe Yin Shujian Yu Yicong Lin Jie Li J. Sonke E. Gavves 29 3 0 30 May 2024
Fully Test-Time Adaptation for Monocular 3D Object Detection Hongbin Lin Yifan Zhang Shuaicheng Niu Shuguang Cui Zhen Li 60 2 0 30 May 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 33 0 0 29 May 2024
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning Dongjie Chen Kartik Patwari Zhengfeng Lai S. Cheung Chen-Nee Chuah Chen-Nee Chuah 45 0 0 28 May 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 48 1 0 26 May 2024
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation Hongye Zeng Ke Zou Zhihao Chen Ru Zheng Huazhu Fu MedIm DiffM 40 7 0 25 May 2024
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-time Adaptation for Vision-Language Models Mario Döbler Robert A. Marsden Tobias Raichle Bin Yang VLM 31 5 0 23 May 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models Yuchen Hu Chen Chen Chao-Han Huck Yang Chengwei Qin Pin-Yu Chen Chng Eng Siong Chao Zhang VLM 33 3 0 23 May 2024
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar 23 1 0 12 May 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
A Generalization Theory of Cross-Modality Distillation with Contrastive Learning Hangyu Lin Chen Liu Chengming Xu Zhengqi Gao Yanwei Fu Yuan Yao VLM 38 0 0 06 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
Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi Li Gu Tao Zhong Huan Liu Yuanhao Yu Konstantinos N Plataniotis Yang Wang VLM OOD 39 7 0 05 May 2024
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring Sizhuo Li Dimitri Gominski Martin Brandt X. Tong P. Ciais 28 0 0 01 May 2024
Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Alexis Guichemerre Soufiane Belharbi Tsiry Mayet Shakeeb Murtaza Pourya Shamsolmoali Luke McCaffrey Eric Granger OOD 39 3 0 29 Apr 2024
M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training L. Meegahapola Hamza Hassoune D. Gática-Pérez 37 9 0 26 Apr 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 46 0 0 26 Apr 2024
Domain adaptive pose estimation via multi-level alignment Yugan Chen Lin Zhao Yalong Xu Honglei Zu Xiaoqi An Guangyu Li OOD 22 0 0 23 Apr 2024
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change Niklas Penzel Gideon Stein Joachim Denzler 25 0 0 18 Apr 2024
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images Nikolaos Dionelis Francesco Pro Luca Maiano Irene Amerini B. L. Saux 37 3 0 17 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon S. Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 40 0 0 16 Apr 2024
Mitigating Receiver Impact on Radio Frequency Fingerprint Identification via Domain Adaptation Liu Yang Qiang Li Xiaoyang Ren Yi Fang Shafei Wang 29 2 0 12 Apr 2024
FMDA-OT: Federated Multi-source Domain Adaptation Through Optimal Transport Omar Ghannou Younès Bennani 21 0 0 09 Apr 2024
Test Time Training for Industrial Anomaly Segmentation Alex Costanzino Pierluigi Zama Ramirez Mirko Del Moro Agostino Aiezzo Giuseppe Lisanti Samuele Salti Luigi Di Stefano 40 0 0 04 Apr 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 37 2 0 27 Mar 2024
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Sanqing Qu Tianpei Zou Florian Röhrbein Cewu Lu Guang Chen Dacheng Tao Changjun Jiang 37 3 0 21 Mar 2024
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models Lisa Weijler Muhammad Jehanzeb Mirza Leon Sick Can Ekkazan Pedro Hermosilla TTA 38 0 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 33 4 0 18 Mar 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
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 37 3 0 16 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
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory Daehee Park Jaeseok Jeong Sung-Hoon Yoon Jaewoo Jeong Kuk-Jin Yoon TTA 42 10 0 15 Mar 2024