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Model Adaptation: Historical Contrastive Learning for Unsupervised
  Domain Adaptation without Source Data

Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data

7 October 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
ArXivPDFHTML

Papers citing "Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data"

50 / 95 papers shown
Title
Energy-Based Pseudo-Label Refining for Source-free Domain Adaptation
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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)$^2$: Source-free Domain Adaptation Through the Lens of Data
  Augmentation
SF(DA)2^22: 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
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
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
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
Unsupervised Domain Adaptation Using Compact Internal Representations
Mohammad Rostami
29
1
0
14 Jan 2024
Domain Adaptation for Large-Vocabulary Object Detectors
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
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
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
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
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
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
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
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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