Unbalanced minibatch Optimal Transport; applications to Domain Adaptation

5 March 2021

Papers citing "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"

50 / 93 papers shown

Title
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation Yi-Ming Zhai Chuan-Xian Ren Hong Yan 52 0 0 03 May 2025
Partial Distribution Alignment via Adaptive Optimal Transport Pei Yang Qi Tan Guihua Wen 35 0 0 07 Mar 2025
Linear Partial Gromov-Wasserstein Embedding Yikun Bai Abihith Kothapalli Hengrong Du Rocio Diaz Martin Soheil Kolouri 27 0 0 22 Oct 2024
An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment Hugo Malard Michel Olvera Stéphane Lathuilière S. Essid VLM 34 0 0 08 Oct 2024
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu Hao Huang Yi Fang Mohammad Rostami 24 0 0 03 Oct 2024
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling Mohammad R. Rezaei Rahul G. Krishnan Milos R. Popovic M. Lankarany DiffM 24 0 0 22 Sep 2024
Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang Nan Xue Ling Lei Rebecka Jornsten Gui-Song Xia OOD 39 0 0 16 Sep 2024
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
Prototypical Partial Optimal Transport for Universal Domain Adaptation Yucheng Yang Xiang Gu Jian-jun Sun OT 37 11 0 02 Aug 2024
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model D. M. Nguyen An T. Le Trung Q. Nguyen N. T. Diep Tai Nguyen D. Duong-Tran Jan Peters Li Shen Mathias Niepert Daniel Sonntag VLM 41 3 0 05 Jul 2024
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation Hao Wang Zhichao Chen Yuan Shen Jiajun Fan Zhaoran Liu Degui Yang Xinggao Liu Haoxuan Li 38 0 0 01 Jul 2024
Robust Distribution Learning with Local and Global Adversarial Corruptions Sloan Nietert Ziv Goldfeld Soroosh Shafiee OOD 28 0 0 10 Jun 2024
Submodular Framework for Structured-Sparse Optimal Transport Piyushi Manupriya Pratik Jawanpuria Karthik S. Gurumoorthy SakethaNath Jagarlapudi Bamdev Mishra OT 94 0 0 07 Jun 2024
Domain Adaptation with Cauchy-Schwarz Divergence Wenzhe Yin Shujian Yu Yicong Lin Jie Li J. Sonke E. Gavves 27 3 0 30 May 2024
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration Antoine Wehenkel Juan L. Gamella Ozan Sener Jens Behrmann Guillermo Sapiro Marco Cuturi J. Jacobsen UQLM 64 8 0 14 May 2024
A Sinkhorn-type Algorithm for Constrained Optimal Transport Xun Tang Holakou Rahmanian Michael Shavlovsky K. K. Thekumparampil Tesi Xiao Lexing Ying 26 1 0 08 Mar 2024
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning Hongxia Li Wei Huang Jingya Wang Ye-ling Shi FedML VLM 33 19 0 29 Feb 2024
Generalized Sobolev Transport for Probability Measures on a Graph Tam Le Truyen V. Nguyen Kenji Fukumizu OT 44 5 0 07 Feb 2024
Neural Sinkhorn Gradient Flow Huminhao Zhu Fangyikang Wang Chao Zhang Han Zhao Hui Qian 27 5 0 25 Jan 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
Accelerating Sinkhorn Algorithm with Sparse Newton Iterations Xun Tang Michael Shavlovsky Holakou Rahmanian Elisa Tardini K. K. Thekumparampil Tesi Xiao Lexing Ying OT 31 4 0 20 Jan 2024
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition Yuefang Gao Yuhao Xie Zeke Zexi Hu Tianshui Chen Liang Lin CVBM 14 3 0 20 Jan 2024
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting Jinjing Zhu Feiyang Ye Qiao Xiao Pengxin Guo Yu Zhang Qiang Yang 19 2 0 08 Dec 2023
Optimal Transport for Treatment Effect Estimation Hao Wang Zhichao Chen Jiajun Fan Haoxuan Li Tianqiao Liu Weiming Liu Quanyu Dai Yichao Wang Zhenhua Dong Ruiming Tang OT CML 30 35 0 27 Oct 2023
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 30 4 0 20 Oct 2023
Robust Graph Matching Using An Unbalanced Hierarchical Optimal Transport Framework Haoran Cheng Dixin Luo Hongteng Xu OT 16 0 0 18 Oct 2023
Analyzing and Improving Optimal-Transport-based Adversarial Networks Jaemoo Choi Jaewoong Choi Myungjoo Kang OT 27 4 0 04 Oct 2023
SE(3)-Stochastic Flow Matching for Protein Backbone Generation A. Bose Tara Akhound-Sadegh Guillaume Huguet Kilian Fatras Jarrid Rector-Brooks Cheng-Hao Liu A. Nica Maksym Korablyov Michael M. Bronstein Alexander Tong DiffM 41 72 0 03 Oct 2023
Partial Transport for Point-Cloud Registration Yikun Bai Huy Tran S. Damelin Soheil Kolouri 3DPC OT 32 1 0 27 Sep 2023
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation Siddharth Katageri Arkadipta De Chaitanya Devaguptapu Vssv Prasad Charu Sharma Manohar Kaul 3DPC 24 4 0 27 Aug 2023
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment Franccois Painblanc Laetitia Chapel Nicolas Courty Chloé Friguet Charlotte Pelletier R. Tavenard AI4TS OOD 13 6 0 24 Aug 2023
Simulation-free Schrödinger bridges via score and flow matching Alexander Tong Nikolay Malkin Kilian Fatras Lazar Atanackovic Yanlei Zhang G. Huguet Guy Wolf Yoshua Bengio DiffM OT 31 29 0 07 Jul 2023
Unbalanced Optimal Transport: A Unified Framework for Object Detection Henri De Plaen Pierre-François De Plaen Johan A. K. Suykens M. Proesmans Tinne Tuytelaars Luc Van Gool OT 18 10 0 05 Jul 2023
Recent Advances in Optimal Transport for Machine Learning Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OOD OT 17 31 0 28 Jun 2023
Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction Yingxue Xu Hao Chen OffRL 23 41 0 14 Jun 2023
Unbalanced Low-rank Optimal Transport Solvers M. Scetbon Michal Klein Giovanni Palla Marco Cuturi OT 40 4 0 31 May 2023
Consistent Optimal Transport with Empirical Conditional Measures Piyushi Manupriya Rachit Keerti Das Sayantan Biswas S. Jagarlapudi OT 26 3 0 25 May 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myung-joo Kang OT 23 19 0 24 May 2023
Learning representations that are closed-form Monge mapping optimal with application to domain adaptation Oliver Struckmeier I. Redko Anton Mallasto Karol Arndt Markus Heinonen Ville Kyrki OT OOD 13 2 0 12 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 43 12 0 08 May 2023
Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning Xinyang Huang Chuanglu Zhu Wenkai Chen 29 12 0 04 May 2023
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation N. Panda Natalie Klein Dominic Yang P. Gasda Diane Oyen 27 1 0 18 Apr 2023
Implicit Bayes Adaptation: A Collaborative Transport Approach Bo-Wei Jiang Hamid Krim Tianfu Wu D. Cansever 11 1 0 17 Apr 2023
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation Bjoern Michele Alexandre Boulch Gilles Puy Tuan-Hung Vu Renaud Marlet Nicolas Courty 51 13 0 06 Apr 2023
GenPhys: From Physical Processes to Generative Models Ziming Liu Di Luo Yilun Xu Tommi Jaakkola M. Tegmark AI4CE 14 14 0 05 Apr 2023
Light Unbalanced Optimal Transport Milena Gazdieva Arip Asadulaev Alexander Korotin Evgeny Burnaev OT 18 1 0 14 Mar 2023
Scalable Unbalanced Sobolev Transport for Measures on a Graph Tam Le Truyen V. Nguyen Kenji Fukumizu OT 25 9 0 24 Feb 2023
Graph Matching Optimization Network for Point Cloud Registration Qianliang Wu Yaqi Shen Haobo Jiang Guofeng Mei Yaqing Ding Lei Luo Jin Xie Jian Yang 3DPC 32 2 0 12 Feb 2023
Linear Optimal Partial Transport Embedding Yikun Bai I. Medri Rocio Diaz Martin Rana Muhammad Shahroz Khan Soheil Kolouri OT 35 9 0 07 Feb 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics Jiacheng Zhu Jielin Qiu Aritra Guha Zhuolin Yang X. Nguyen Bo-wen Li Ding Zhao OOD 32 2 0 04 Feb 2023