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OVANet: One-vs-All Network for Universal Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
7 April 2021
Kuniaki Saito
Kate Saenko
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Papers citing
"OVANet: One-vs-All Network for Universal Domain Adaptation"
50 / 82 papers shown
Training-Free Label Space Alignment for Universal Domain Adaptation
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Sojung An
Jungmyung Wi
Kuniaki Saito
Donghyun Kim
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242
0
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22 Sep 2025
Towards Automated Error Discovery: A Study in Conversational AI
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Thy Thy Tran
Iryna Gurevych
204
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13 Sep 2025
E-MLNet: Enhanced Mutual Learning for Universal Domain Adaptation with Sample-Specific Weighting
Samuel Felipe dos Santos
Tiago A. Almeida
Jurandy Almeida
120
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0
10 Sep 2025
Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2025
Weinan He
Zilei Wang
Y. Zhang
OOD
316
6
0
04 Jun 2025
Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs
Yi Luo
Qiwen Wang
Junqi Yang
Luyao Tang
Zhenghao Lin
ZhenZhe Ying
Weiqiang Wang
Chen Lin
251
0
0
29 May 2025
Universal Domain Adaptation for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2025
Seun-An Choe
Keon-Hee Park
J. Choi
Gyeong-Moon Park
310
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0
28 May 2025
Universal Domain Adaptation Benchmark for Time Series Data Representation
Romain Mussard
Fannia Pacheco
Maxime Berar
Gilles Gasso
Paul Honeine
AI4TS
268
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0
23 May 2025
Open-Set Semi-Supervised Learning for Long-Tailed Medical Datasets
IEEE International Symposium on Biomedical Imaging (ISBI), 2025
Daniya Najiha Abdul Kareem
Jean Lahoud
Mustansar Fiaz
Amandeep Kumar
Hisham Cholakkal
OOD
453
0
0
20 May 2025
Let the Void Be Void: Robust Open-Set Semi-Supervised Learning via Selective Non-Alignment
You Rim Choi
Subeom Park
Seojun Heo
Eunchung Noh
Hyung-Sin Kim
OODD
518
0
0
17 Apr 2025
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration
Pattern Recognition Letters (PR), 2024
Lucas Fernando Alvarenga e Silva
Samuel Felipe dos Santos
Andrii Zadaianchuk
Jurandy Almeida
207
6
0
24 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data
Expert systems with applications (ESWA), 2024
Xiang Fang
Arvind Easwaran
B. Genest
Ponnuthurai Nagaratnam Suganthan
564
42
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09 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing
Khawar Islam
M. Zaheer
Arif Mahmood
Karthik Nandakumar
Naveed Akhtar
DiffM
758
11
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03 Dec 2024
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework
Ismail Nejjar
Hao Dong
Olga Fink
TTA
BDL
419
4
0
19 Nov 2024
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
IEEE transactions on multimedia (IEEE TMM), 2024
Pengkun Jiao
Na Zhao
Yue Yu
Yu-Gang Jiang
OOD
343
4
0
05 Nov 2024
Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation
Hung-Chieh Fang
Po-Yi Lu
Hsuan-Tien Lin
337
0
0
15 Oct 2024
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning
European Conference on Computer Vision (ECCV), 2024
Zerun Wang
Liuyu Xiang
Lang Huang
Jiafeng Mao
Ling Xiao
Toshihiko Yamasaki
306
6
0
26 Sep 2024
Prototypical Partial Optimal Transport for Universal Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yucheng Yang
Xiang Gu
Jian Sun
OT
390
21
0
02 Aug 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model
Pascal Schlachter
Simon Wagner
Bin Yang
TTA
369
4
0
19 Jul 2024
Cross-domain Open-world Discovery
Shuo Wen
Maria Brbic
OOD
369
8
0
17 Jun 2024
Adversarial Reweighting with
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Xiang Gu
Xi Yu
Xing Li
Jian Sun
Zongben Xu
387
5
0
26 Apr 2024
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning
Sanqing Qu
Tianpei Zou
Florian Röhrbein
Cewu Lu
G. Chen
Dacheng Tao
Changjun Jiang
322
10
0
21 Mar 2024
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
Wenyu Zhang
Qingmu Liu
Felix Ong Wei Cong
Mohamed Ragab
Chuan-Sheng Foo
308
4
0
17 Mar 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
Neural Information Processing Systems (NeurIPS), 2024
Lixu Wang
Xinyu Du
Qi Zhu
296
1
0
08 Mar 2024
Tell, Don't Show!: Language Guidance Eases Transfer Across Domains in Images and Videos
International Conference on Machine Learning (ICML), 2024
Tarun Kalluri
Bodhisattwa Prasad Majumder
Manmohan Chandraker
VLM
389
7
0
08 Mar 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
Sanqing Qu
Tianpei Zou
Lianghua He
Florian Röhrbein
Alois Knoll
Guang Chen
Changjun Jiang
339
50
0
06 Mar 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation
Pascal Schlachter
Bin Yang
323
6
0
31 Jan 2024
Transfer and Alignment Network for Generalized Category Discovery
Wenbin An
Feng Tian
Wenkai Shi
Yan Chen
Y. Wu
Qianying Wang
Ping Chen
437
16
0
27 Dec 2023
Entropic Open-set Active Learning
Bardia Safaei
VS Vibashan
C. D. Melo
Vishal M. Patel
UQCV
EDL
343
33
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21 Dec 2023
Generalized Category Discovery with Large Language Models in the Loop
Wenbin An
Wenkai Shi
Feng Tian
Haonan Lin
Qianying Wang
...
Mingxiang Cai
Luyan Wang
Yan Chen
Haiping Zhu
Ping Chen
441
22
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18 Dec 2023
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yanzuo Lu
Meng Shen
Andy J. Ma
Xiaohua Xie
Jian-Huang Lai
OOD
396
24
0
13 Dec 2023
UFDA: Universal Federated Domain Adaptation with Practical Assumptions
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xinhui Liu
Huan Wang
Luping Zhou
Dong Xu
Wei Xi
Gairui Bai
Yihan Zhao
Jizhong Zhao
481
12
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27 Nov 2023
KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All
Quyen Tran
Lam C. Tran
Khoat Than
Toan M. Tran
Dinh Q. Phung
Trung Le
VLM
332
6
0
26 Nov 2023
Unified Classification and Rejection: A One-versus-All Framework
Machine Intelligence Research (MIR), 2023
Zhen Cheng
Xu-Yao Zhang
Cheng-Lin Liu
396
16
0
22 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning
Yue Fan
Anna Kukleva
Dengxin Dai
Bernt Schiele
290
15
0
17 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning
Neural Information Processing Systems (NeurIPS), 2023
Artyom Gadetsky
Maria Brbić
337
9
0
06 Nov 2023
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?
Industrial Conference on Data Mining (IDM), 2023
Ngoc Dang Nguyen
Wei Tan
Lan Du
Wray Buntine
Richard Beare
Changyou Chen
248
2
0
02 Nov 2023
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Zhenbang Du
Jiayu An
Yunlu Tu
Jiahao Hong
Dongrui Wu
MoE
382
3
0
01 Nov 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sungmin Cho
Hyunsoo Cho
Sang-Woo Lee
Junyeob Kim
Choonghyun Park
Sang-goo Lee
Kang Min Yoo
Taeuk Kim
VLM
OOD
294
3
0
23 Oct 2023
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation
International Conference on Learning Representations (ICLR), 2023
Yu-Rui Lai
Yi Zhou
Xinghong Liu
Tao Zhou
410
6
0
09 Oct 2023
Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation
SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2023
Lucas Fernando Alvarenga e Silva
Andrii Zadaianchuk
Jurandy Almeida
234
4
0
16 Sep 2023
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization
IEEE International Conference on Computer Vision (ICCV), 2023
Zekun Li
Lei Qi
Yinghuan Shi
Yang Gao
247
46
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25 Aug 2023
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaML
AI4TS
357
2
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23 Aug 2023
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation
Asian Conference on Computer Vision (ACCV), 2023
Xinghong Liu
Yi Zhou
Tao Zhou
Chun-Mei Feng
Ling Shao
VLM
245
4
0
21 Aug 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
267
38
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18 Aug 2023
Open-Set Domain Adaptation with Visual-Language Foundation Models
Computer Vision and Image Understanding (CVIU), 2023
Qing Yu
Go Irie
Kiyoharu Aizawa
VLM
391
17
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30 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
S. Kumari
Pravendra Singh
OOD
337
65
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18 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zizheng Yan
Yushuang Wu
Yipeng Qin
Xiaoguang Han
Shuguang Cui
Guanbin Li
360
1
0
07 Jul 2023
Online Open-set Semi-supervised Object Detection with Dual Competing Head
Zerun Wang
Ling Xiao
Liuyu Xiang
Zhaotian Weng
Toshihiko Yamasaki
328
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0
23 May 2023
Universal Domain Adaptation from Foundation Models: A Baseline Study
Bin Deng
Kui Jia
VLM
434
14
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18 May 2023
Generalized Universal Domain Adaptation with Generative Flow Networks
ACM Multimedia (ACM MM), 2023
Didi Zhu
Yinchuan Li
Yunfeng Shao
Jianye Hao
Leilei Gan
Kun Kuang
Jun Xiao
Chao Wu
AI4CE
OOD
315
24
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08 May 2023
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