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2210.17067
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Unified Optimal Transport Framework for Universal Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2022
31 October 2022
Wanxing Chang
Ye Shi
H. Tuan
Jingya Wang
OT
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Papers citing
"Unified Optimal Transport Framework for Universal Domain Adaptation"
43 / 43 papers shown
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment
Tong Zhang
Kuofeng Gao
Jiawang Bai
Leo Yu Zhang
Xin Yin
Zonghui Wang
Shouling Ji
Wenzhi Chen
157
1
0
23 Sep 2025
Training-Free Label Space Alignment for Universal Domain Adaptation
Dujin Lee
Sojung An
Jungmyung Wi
Kuniaki Saito
Donghyun Kim
VLM
189
0
0
22 Sep 2025
What is a good matching of probability measures? A counterfactual lens on transport maps
Lucas De Lara
Luca Ganassali
169
0
0
19 Sep 2025
E-MLNet: Enhanced Mutual Learning for Universal Domain Adaptation with Sample-Specific Weighting
Samuel Felipe dos Santos
Tiago A. Almeida
Jurandy Almeida
88
0
0
10 Sep 2025
Gromov-Wasserstein and optimal transport: from assignment problems to probabilistic numeric
Iman Seyedi
Antonio Candelieri
Enza Messina
Francesco Archetti
OT
215
1
0
04 Sep 2025
SP
2
^2
2
OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
Chuyu Zhang
Hui Ren
Xuming He
OT
345
2
0
01 Jul 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
290
4
0
04 Jun 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
287
1
0
28 May 2025
Universal Domain Adaptation Benchmark for Time Series Data Representation
Romain Mussard
Fannia Pacheco
Maxime Berar
Gilles Gasso
Paul Honeine
AI4TS
239
0
0
23 May 2025
Fractional Correspondence Framework in Detection Transformer
ACM Multimedia (MM), 2024
Masoumeh Zareapoor
Pourya Shamsolmoali
Huiyu Zhou
Yue Lu
Salvador García
261
1
0
06 Mar 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport
AAAI Conference on Artificial Intelligence (AAAI), 2024
Bin Li
Ye-ling Shi
Qian Yu
Jingya Wang
OT
306
14
0
31 Dec 2024
Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yuanfan Zheng
Jinlin Wu
Wenbo Li
Daming Gao
382
3
0
16 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing
Khawar Islam
M. Zaheer
Arif Mahmood
Karthik Nandakumar
Naveed Akhtar
DiffM
671
8
0
03 Dec 2024
Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation
Hung-Chieh Fang
Po-Yi Lu
Hsuan-Tien Lin
264
0
0
15 Oct 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
International Conference on Learning Representations (ICLR), 2024
Hongjun Wang
S. Vaze
Kai Han
512
14
0
08 Aug 2024
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation
Ruijie Xu
Chuyu Zhang
Hui Ren
Xuming He
3DPC
278
9
0
17 Jul 2024
Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights
Zeqin Yang
Weilin Chen
Ruichu Cai
Yuguang Yan
Zhifeng Hao
Zhipeng Yu
Zhichao Zou
Jixing Xu
Zhen Peng
Jiecheng Guo
382
3
0
27 Jun 2024
Cross-domain Open-world Discovery
Shuo Wen
Maria Brbic
OOD
293
7
0
17 Jun 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking
Zefeng Zhang
Shuaiyi Nie
Chuang Zhang
Yunzhi Liang
Wenyuan Zhang
Siqi Wang
Tingwen Liu
OT
284
8
0
04 Jun 2024
COTET: Cross-view Optimal Transport for Knowledge Graph Entity Typing
Zhiwei Hu
Víctor Gutiérrez-Basulto
Zhiliang Xiang
Ru Li
Jeff Z. Pan
OT
258
0
0
22 May 2024
Adversarial Reweighting with
α
α
α
-Power Maximization for Domain Adaptation
Xiang Gu
Xi Yu
Xing Li
Jian Sun
Zongben Xu
358
5
0
26 Apr 2024
Adaptive Prompt Learning with Negative Textual Semantics and Uncertainty Modeling for Universal Multi-Source Domain Adaptation
Yuxiang Yang
L. Wen
Yuanyuan Xu
Jiliu Zhou
Yan Wang
VLM
350
2
0
23 Apr 2024
Leveraging Intra-modal and Inter-modal Interaction for Multi-Modal Entity Alignment
Zhiwei Hu
Víctor Gutiérrez-Basulto
Zhiliang Xiang
Ru Li
Jeff Z. Pan
186
3
0
19 Apr 2024
Extracting Clean and Balanced Subset for Noisy Long-tailed Classification
Zhuo Li
He Zhao
Zhen Li
Tongliang Liu
Dandan Guo
Xiang Wan
NoLa
188
2
0
10 Apr 2024
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
Wenyu Zhang
Qingmu Liu
Felix Ong Wei Cong
Mohamed Ragab
Chuan-Sheng Foo
237
2
0
17 Mar 2024
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
Computer Vision and Pattern Recognition (CVPR), 2024
Haocheng Han
Qinghua Zheng
Guangwen Dai
Minnan Luo
Jingdong Wang
174
15
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
266
44
0
06 Mar 2024
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
Hongxia Li
Wei Huang
Jingya Wang
Ye-ling Shi
FedML
VLM
381
45
0
29 Feb 2024
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression
Ismail Nejjar
Gaetan Frusque
Florent Forest
Olga Fink
EDL
295
4
0
24 Jan 2024
P
2
^2
2
OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering
International Conference on Learning Representations (ICLR), 2024
Chuyu Zhang
Hui Ren
Xuming He
295
12
0
17 Jan 2024
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yabing Wang
Fan Wang
Jianfeng Dong
Hao Luo
VLM
228
20
0
14 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
339
23
0
13 Dec 2023
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels
Wanxing Chang
Ye-ling Shi
Jingya Wang
OT
250
17
0
11 Dec 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
232
2
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
364
6
0
09 Oct 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
206
4
0
21 Aug 2023
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection
International Conference on Machine Learning (ICML), 2023
Haoyue Bai
Gregory H. Canal
Xuefeng Du
Jeongyeol Kwon
Robert D. Nowak
Shouqing Yang
OODD
318
62
0
15 Jun 2023
OT-Net: A Reusable Neural Optimal Transport Solver
Machine-mediated learning (ML), 2023
Zezeng Li
Shenghao Li
Lianbao Jin
Na Lei
Zhongxuan Luo
OT
231
5
0
14 Jun 2023
Universal Domain Adaptation from Foundation Models: A Baseline Study
Bin Deng
Kui Jia
VLM
323
12
0
18 May 2023
Universal Domain Adaptation via Compressive Attention Matching
IEEE International Conference on Computer Vision (ICCV), 2023
Didi Zhu
Yincuan Li
Junkun Yuan
Zexi Li
Kun Kuang
Chao Wu
323
26
0
24 Apr 2023
Domain Adaptation for Time Series Under Feature and Label Shifts
International Conference on Machine Learning (ICML), 2023
Huan He
Owen Queen
Teddy Koker
Consuelo Cuevas
Theodoros Tsiligkaridis
Marinka Zitnik
AI4TS
318
106
0
06 Feb 2023
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation
Shiqi Yang
Yaxing Wang
Kai Wang
Shangling Jui
Joost van de Weijer
343
2
0
07 Jun 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.2K
4,706
0
17 Jun 2020
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