Unified Optimal Transport Framework for Universal Domain Adaptation

31 October 2022

Papers citing "Unified Optimal Transport Framework for Universal Domain Adaptation"

33 / 33 papers shown

Title
Fractional Correspondence Framework in Detection Transformer Masoumeh Zareapoor Pourya Shamsolmoali Huiyu Zhou Yue Lu Salvador García 52 0 0 06 Mar 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 53 1 0 31 Dec 2024
Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment Yuanfan Zheng Jinlin Wu W. J. Li Zhen Chen 78 0 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 80 2 0 03 Dec 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 74 4 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 37 4 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 56 3 0 27 Jun 2024
Cross-domain Open-world Discovery Shuo Wen Maria Brbic OOD 50 3 0 17 Jun 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking Zefeng Zhang Jiawei Sheng Chuang Zhang Yunzhi Liang Wenyuan Zhang Siqi Wang Tingwen Liu OT 29 2 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 36 0 0 22 May 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 43 0 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 24 1 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 33 0 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 33 1 0 10 Apr 2024
SP $^2$ OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering Chuyu Zhang Hui Ren Xuming He OT 35 0 0 04 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 32 0 0 17 Mar 2024
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval Haocheng Han Qinghua Zheng Guangwen Dai Minnan Luo Jingdong Wang 22 5 0 08 Mar 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation Sanqing Qu Tianpei Zou Lianghua He Florian Röhrbein Alois C. Knoll Guang Chen Changjun Jiang 45 12 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 35 19 0 29 Feb 2024
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression Ismail Nejjar Gaetan Frusque Florent Forest Olga Fink EDL 33 2 0 24 Jan 2024
P $^2$ OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering Chuyu Zhang Hui Ren Xuming He 27 6 0 17 Jan 2024
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer Yabing Wang Fan Wang Jianfeng Dong Hao Luo VLM 24 8 0 14 Dec 2023
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation Yanzuo Lu Meng Shen Andy J. Ma Xiaohua Xie Jian-Huang Lai OOD 19 8 0 13 Dec 2023
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels Wanxing Chang Ye-ling Shi Jingya Wang OT 38 12 0 11 Dec 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP Hyuhng Joon Kim Hyunsoo Cho Sang-Woo Lee Junyeob Kim Choonghyun Park Sang-goo Lee Kang Min Yoo Taeuk Kim VLM OOD 40 1 0 23 Oct 2023
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation Yu-Rui Lai Yi Zhou Xinghong Liu Tao Zhou 18 2 0 09 Oct 2023
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Chun-Mei Feng Ling Shao VLM 27 2 0 21 Aug 2023
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection Haoyue Bai Gregory H. Canal Xuefeng Du Jeongyeol Kwon Robert D. Nowak Yixuan Li OODD 33 45 0 15 Jun 2023
Universal Domain Adaptation from Foundation Models: A Baseline Study Bin Deng K. Jia VLM 21 6 0 18 May 2023
Universal Domain Adaptation via Compressive Attention Matching Didi Zhu Yincuan Li Junkun Yuan Zexi Li Kun Kuang Chao Wu 37 17 0 24 Apr 2023
Domain Adaptation for Time Series Under Feature and Label Shifts Huan He Owen Queen Teddy Koker Consuelo Cuevas Theodoros Tsiligkaridis Marinka Zitnik AI4TS 21 60 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 25 0 0 07 Jun 2022
On the Effectiveness of Image Rotation for Open Set Domain Adaptation S. Bucci Mohammad Reza Loghmani Tatiana Tommasi 48 142 0 24 Jul 2020