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2110.03374
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Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data
7 October 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
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Papers citing
"Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data"
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Title
Energy-Based Pseudo-Label Refining for Source-free Domain Adaptation
Xinru Meng
Han Sun
J. Liu
Ningzhong Liu
Huiyu Zhou
54
0
0
23 Apr 2025
Context Aware Grounded Teacher for Source Free Object Detection
Tajamul Ashraf
Rajes Manna
Partha Sarathi Purkayastha
Tavaheed Tariq
Janibul Bashir
25
0
0
21 Apr 2025
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model
Shuhei Tarashima
Xinqi Shu
Norio Tagawa
VLM
46
0
0
30 Mar 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives
Yuan Gao
Shaobo Xia
P. Wang
Xiaohuan Xi
Sheng Nie
Cheng-Xiang Wang
44
1
0
24 Mar 2025
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization
Xiusheng Xu
Lei Qi
Jingyang Zhou
Xin Geng
TTA
57
0
0
03 Jan 2025
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning
Bharadwaj Ravichandran
Alexander Lynch
S. Brockman
Brandon RichardWebster
Dawei Du
A. Hoogs
Christopher Funk
ObjD
VLM
68
0
0
20 Dec 2024
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context
Jing Wang
Wonho Bae
Jiahong Chen
Kuangen Zhang
Leonid Sigal
C. D. Silva
108
1
0
18 Dec 2024
Open-Vocabulary Object Detection via Language Hierarchy
Jiaxing Huang
Jingyi Zhang
Kai Jiang
Shijian Lu
ObjD
VLM
31
1
0
27 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation Models
Jingyi Zhang
Jiaxing Huang
Xiaoqin Zhang
Ling Shao
Shijian Lu
VLM
30
4
0
27 Oct 2024
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
Hyun-Kurl Jang
Jihun Kim
H. Kweon
Kuk-Jin Yoon
26
1
0
21 Oct 2024
LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts
Anh-Quan Cao
M. Jaritz
Matthieu Guillaumin
Raoul de Charette
Loris Bazzani
VLM
CLIP
46
2
0
10 Oct 2024
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation
Yucheng Wang
Peiliang Gong
Min-man Wu
Felix Ott
Xiaoli Li
Lihua Xie
Zhenghua Chen
TTA
40
1
0
29 Sep 2024
Source-Free Domain Adaptation for YOLO Object Detection
Simon Varailhon
Masih Aminbeidokhti
M. Pedersoli
Eric Granger
TTA
ObjD
33
4
0
25 Sep 2024
LogoRA: Local-Global Representation Alignment for Robust Time Series Classification
Huanyu Zhang
Yi-Fan Zhang
Zhang Zhang
Qingsong Wen
L. Wang
AI4TS
24
1
0
12 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
Björn Michele
Alexandre Boulch
Tuan-Hung Vu
Gilles Puy
Renaud Marlet
Nicolas Courty
TTA
33
0
0
06 Sep 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation
Yushun Tang
Shuoshuo Chen
Zhihe Lu
Xinchao Wang
Zhihai He
34
1
0
26 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models
Yuhan Zhu
Guozhen Zhang
Chen Xu
Haocheng Shen
Xiaoxin Chen
Gangshan Wu
Limin Wang
VLM
31
2
0
11 Aug 2024
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
Mengyao Lyu
Tianxiang Hao
Xinhao Xu
Hui Chen
Zijia Lin
Jungong Han
Guiguang Ding
VLM
TTA
31
5
0
26 Jul 2024
Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection
Trinh Le Ba Khanh
Huy-Hung Nguyen
L. Pham
Duong Nguyen-Ngoc Tran
Jae Wook Jeon
33
3
0
23 Jul 2024
Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation
Ilhoon Yoon
Hyeongjun Kwon
Jin-Hwa Kim
Junyoung Park
Hyunsung Jang
Kwanghoon Sohn
37
4
0
18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions
Sohyun Lee
Nam-Won Kim
Sungyeon Kim
Suha Kwak
37
2
0
18 Jul 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
Ziqiang Wang
Zhixiang Chi
Yanan Wu
Li Gu
Zhi Liu
Konstantinos Plataniotis
Yang Wang
OOD
TTA
42
2
0
16 Jul 2024
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights
Yan Hao
Florent Forest
Olga Fink
TTA
ObjD
30
4
0
10 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
26
1
0
04 Jul 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments
Shilei Cao
Yan Liu
Juepeng Zheng
Weijia Li
Runmin Dong
H. Fu
TTA
OOD
52
1
0
24 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
Dong Zhao
Shuang Wang
Qi Zang
Licheng Jiao
N. Sebe
Zhun Zhong
60
2
0
10 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation
Song Tang
Wenxin Su
Mao Ye
Jianwei Zhang
Xiatian Zhu
Xiatian Zhu
62
1
0
03 Jun 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation
Shanshan Wang
Hao Zhou
Xun Yang
Zhenwei He
Meng Wang
Xingyi Zhang
Meng Wang
24
0
0
28 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
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
33
0
0
11 May 2024
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data
Yonghao Xu
Pedram Ghamisi
Yannis Avrithis
OOD
37
1
0
10 May 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes
Xueye Zheng
Pengyuan Zhou
Athanasios V. Vasilakos
Lin Wang
41
12
0
25 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
Shurui Gui
Xiner Li
Shuiwang Ji
TTA
59
11
0
07 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
35
3
0
21 Mar 2024
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation
Xueye Zheng
Pengyuan Zhou
Athanasios V. Vasilakos
Lin Wang
40
19
0
19 Mar 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation
Xi Chen
Haosen Yang
Huicong Zhang
Hongxun Yao
Xiatian Zhu
38
2
0
17 Mar 2024
SF(DA)
2
^2
2
: Source-free Domain Adaptation Through the Lens of Data Augmentation
Uiwon Hwang
Jonghyun Lee
Juhyeon Shin
Sungroh Yoon
26
10
0
16 Mar 2024
Unified Source-Free Domain Adaptation
Song Tang
Wenxin Su
Mao Ye
Jianwei Zhang
Xiatian Zhu
93
5
0
12 Mar 2024
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
Zihao Tang
Zheqi Lv
Shengyu Zhang
Yifan Zhou
Xinyu Duan
Fei Wu
Kun Kuang
27
1
0
11 Mar 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale
Yangyang Shu
Xiaofeng Cao
Qi Chen
Bowen Zhang
Ziqin Zhou
A. Hengel
Lingqiao Liu
21
0
0
02 Feb 2024
Unsupervised Domain Adaptation Using Compact Internal Representations
Mohammad Rostami
29
1
0
14 Jan 2024
Domain Adaptation for Large-Vocabulary Object Detectors
Kai Jiang
Jiaxing Huang
Weiying Xie
Jie Lei
Yunsong Li
Ling Shao
Shijian Lu
ObjD
VLM
32
2
0
13 Jan 2024
Direct Distillation between Different Domains
Jialiang Tang
Shuo Chen
Gang Niu
Hongyuan Zhu
Joey Tianyi Zhou
Chen Gong
Masashi Sugiyama
47
3
0
12 Jan 2024
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation
Dong Zhao
Rui Yang
Shuang Wang
Qi Zang
Yang Hu
Licheng Jiao
N. Sebe
Zhun Zhong
56
6
0
11 Dec 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
Periodically Exchange Teacher-Student for Source-Free Object Detection
Qipeng Liu
Luojun Lin
Zhifeng Shen
Zhifeng Yang
TTA
21
21
0
23 Nov 2023
Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition
Xiangyu Shi
Yanyuan Qiao
Qi Wu
Lingqiao Liu
Feras Dayoub
41
0
0
30 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
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