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2101.02839
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Unsupervised Domain Adaptation of Black-Box Source Models
British Machine Vision Conference (BMVC), 2021
8 January 2021
Haojian Zhang
Yabin Zhang
Kui Jia
Lei Zhang
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Papers citing
"Unsupervised Domain Adaptation of Black-Box Source Models"
32 / 32 papers shown
Source-Free Domain Adaptive Semantic Segmentation of Remote Sensing Images with Diffusion-Guided Label Enrichment
Wenjie Liu
Hongmin Liu
Lixin Zhang
Bin Fan
DiffM
172
0
0
23 Sep 2025
Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation
Yasser Benigmim
Subhankar Roy
Khalid Oublal
Imad Eddine Marouf
S. Essid
Vicky Kalogeiton
Stéphane Lathuilière
196
0
0
30 Aug 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data
Computer Vision and Pattern Recognition (CVPR), 2020
Rui Li
Qianfen Jiao
Wenming Cao
Hau-San Wong
Si Wu
OOD
884
572
0
26 Feb 2025
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review
IEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
K. Xia
W. Duch
Y. Sun
K. Xu
W. Fang
...
Y. Zhang
D. Sang
X. Xu
F-Y Wang
D. Wu
401
53
0
16 Dec 2024
Trust And Balance: Few Trusted Samples Pseudo-Labeling and Temperature Scaled Loss for Effective Source-Free Unsupervised Domain Adaptation
Andrea Maracani
Lorenzo Rosasco
Lorenzo Natale
388
0
0
01 Sep 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation
Yawen Zou
Chunzhi Gu
Junzhou Yu
Shangce Gao
Chao Zhang
338
4
0
26 May 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
Shurui Gui
Xiner Li
Shuiwang Ji
TTA
386
25
0
07 Apr 2024
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model
Claudia Cuttano
A. Tavera
Fabio Cermelli
Giuseppe Averta
Barbara Caputo
291
3
0
20 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Yan Shen
Zhanghexuan Ji
Chunwei Ma
Mingchen Gao
TTA
374
3
0
05 Feb 2024
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory
IEEE International Conference on Computer Vision (ICCV), 2023
Jingyi Zhang
Jiaxing Huang
Xue-Qiu Jiang
Shijian Lu
351
24
0
25 Aug 2023
Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance
IEEE International Conference on Computer Vision (ICCV), 2023
Huiwen Xu
U. Kang
378
11
0
11 Aug 2023
Curriculum Guided Domain Adaptation in the Dark
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
C. S. Jahan
Andreas E. Savakis
382
4
0
02 Aug 2023
PseudoCal: A Source-Free Approach to Unsupervised Uncertainty Calibration in Domain Adaptation
Dapeng Hu
Jian Liang
Xinchao Wang
Chuan-Sheng Foo
252
0
0
14 Jul 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI
Xiaofeng Liu
Helen A. Shih
Fangxu Xing
E. Santarnecchi
Xiaofeng Liu
Jonghye Woo
CLL
378
11
0
30 May 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
International Journal of Computer Vision (IJCV), 2023
Jian Liang
Ran He
Tien-Ping Tan
OOD
VLM
TTA
440
455
0
27 Mar 2023
Bootstrap The Original Latent: Learning a Private Model from a Black-box Model
Shuai Wang
Daoan Zhang
Jiang Zhang
Weiwei Zhang
Ruizhen Li
FedML
279
0
0
07 Mar 2023
In Search for a Generalizable Method for Source Free Domain Adaptation
International Conference on Machine Learning (ICML), 2023
Malik Boudiaf
Tom Denton
B. V. Merrienboer
Vincent Dumoulin
Eleni Triantafillou
TTA
318
24
0
13 Feb 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy
Korawat Tanwisuth
Shujian Zhang
Pengcheng He
Mingyuan Zhou
256
3
0
08 Feb 2023
Source-Free Unsupervised Domain Adaptation: A Survey
Neural Networks (NN), 2022
Yuqi Fang
P. Yap
W. Lin
Hongtu Zhu
Mingxia Liu
564
178
0
31 Dec 2022
Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation
British Machine Vision Conference (BMVC), 2022
Hao Yan
Yuhong Guo
231
4
0
15 Dec 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation
Signal processing. Image communication (SPIC), 2022
Xinyao Shu
Shiyang Yan
Zhenyu Lu
Xinshao Wang
Yuan Xie
284
2
0
16 Nov 2022
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition
British Machine Vision Conference (BMVC), 2022
Alessandro Conti
Paolo Rota
Yiming Wang
Elisa Ricci
245
9
0
11 Oct 2022
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Qucheng Peng
Zhengming Ding
Lingjuan Lyu
Lichao Sun
Chen Chen
OOD
MLAU
314
29
0
22 Aug 2022
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model
Xiaofeng Liu
Chaehwa Yoo
Fangxu Xing
C.-C. Jay Kuo
Xiaofeng Liu
Jonghye Woo
342
19
0
16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Xiaofeng Liu
Chaehwa Yoo
Fangxu Xing
Hyejin Oh
Xiaofeng Liu
Je-Won Kang
Jonghye Woo
OOD
335
309
0
15 Aug 2022
Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation
Yuecong Xu
Jianfei Yang
Haozhi Cao
Ruibing Jin
Xiaoli Li
Lihua Xie
Zhenghua Chen
326
7
0
10 Aug 2022
Prior Knowledge Guided Unsupervised Domain Adaptation
European Conference on Computer Vision (ECCV), 2022
Tao Sun
Cheng Lu
Haibin Ling
177
37
0
18 Jul 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors
International Conference on Learning Representations (ICLR), 2022
Jianfei Yang
Xiangyu Peng
Kaidi Wang
Zheng Hua Zhu
Jiashi Feng
Lihua Xie
Yang You
285
39
0
28 May 2022
Data-Free Knowledge Transfer: A Survey
Yuang Liu
Wei Zhang
Jun Wang
Jianyong Wang
362
56
0
31 Dec 2021
Domain Adaptation without Model Transferring
Kunhong Wu
Yucheng Shi
Yahong Han
Yunfeng Shao
Bingshuai Li
Qi Tian
OOD
251
0
0
21 Jul 2021
On Universal Black-Box Domain Adaptation
Bin Deng
Yabin Zhang
Hui Tang
Changxing Ding
Kui Jia
159
11
0
10 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors
Computer Vision and Pattern Recognition (CVPR), 2021
Jian Liang
Dapeng Hu
Jiashi Feng
Ran He
309
106
0
04 Apr 2021
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