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Joint Distribution Optimal Transportation for Domain Adaptation

24 May 2017

Papers citing "Joint Distribution Optimal Transportation for Domain Adaptation"

50 / 290 papers shown

Title
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning Trenton Chang Michael Sjoding Jenna Wiens 83 11 0 01 Aug 2022
Approximating 1-Wasserstein Distance with Trees M. Yamada Yuki Takezawa Ryoma Sato Hang Bao Zornitsa Kozareva Sujith Ravi 121 9 0 24 Jun 2022
On making optimal transport robust to all outliers Kilian Fatras OT 58 0 0 23 Jun 2022
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Kilian Fatras Hiroki Naganuma Ioannis Mitliagkas OOD 49 6 0 22 Jun 2022
Rethinking Initialization of the Sinkhorn Algorithm James Thornton Marco Cuturi OT 84 12 0 15 Jun 2022
Diffusion Transport Alignment Andres F. Duque Guy Wolf Kevin R. Moon DiffM 35 5 0 15 Jun 2022
Meta Optimal Transport Brandon Amos Samuel N. Cohen Giulia Luise I. Redko OT 105 24 0 10 Jun 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 124 34 0 30 May 2022
Hilbert Curve Projection Distance for Distribution Comparison Tao Li Cheng Meng Hongteng Xu Jun Yu 86 14 0 30 May 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 85 49 0 27 May 2022
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation Thanh-Dat Truong N. V. R. Chappa Xuan-Bac Nguyen Ngan Le Ashley Dowling Khoa Luu OOD OT 87 11 0 22 May 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 131 36 0 29 Apr 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Haoxiang Wang Yue Liu Han Zhao OOD CLL 60 39 0 18 Apr 2022
Efficient Extraction of Pathologies from C-Spine Radiology Reports using Multi-Task Learning Arijit Sehanobish Nathaniel K. Brown Ishita Daga Jayashri Pawar Danielle Torres Anasuya Das M. Becker Richard Herzog Benjamin Odry Ron Vianu MedIm 57 2 0 09 Apr 2022
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution Khai Nguyen Nhat Ho 77 25 0 04 Apr 2022
Partial Coupling of Optimal Transport for Spoken Language Identification Xugang Lu Peng Shen Yu Tsao Hisashi Kawai OT 34 2 0 31 Mar 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 53 1 0 26 Mar 2022
Interpretable Dysarthric Speaker Adaptation based on Optimal-Transport Rosanna Turrisi Leonardo Badino 41 3 0 14 Mar 2022
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Yong-Jin Liu Chuan-Xian Ren Xiao-Lin Xu Ke-Kun Huang OOD 81 2 0 14 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 83 2 0 09 Mar 2022
Towards Unsupervised Domain Adaptation via Domain-Transformer Chuan-Xian Ren Yiteng Zhai You-Wei Luo Meng Li ViT 74 9 0 24 Feb 2022
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics Tam Le Truyen V. Nguyen Dinh Q. Phung Viet Anh Nguyen OT 125 17 0 22 Feb 2022
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport Fang Wu Nicolas Courty Shuting Jin Stan Z. Li OOD OT 87 10 0 13 Feb 2022
Domain Adversarial Training: A Game Perspective David Acuna M. Law Guojun Zhang Sanja Fidler 47 11 0 10 Feb 2022
Certifying Model Accuracy under Distribution Shifts Aounon Kumar Alexander Levine Tom Goldstein Soheil Feizi OOD 104 7 0 28 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 104 0 15 Jan 2022
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 145 3 0 15 Jan 2022
Hierarchical Optimal Transport for Unsupervised Domain Adaptation Mourad El Hamri Younès Bennani Issam Falih Hamid Ahaggach OT 64 18 0 03 Dec 2021
Near-optimal estimation of smooth transport maps with kernel sums-of-squares Boris Muzellec A. Vacher Francis R. Bach Franccois-Xavier Vialard Alessandro Rudi OT 72 21 0 03 Dec 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Hsin-Yi Lin Huan-Hsin Tseng Xugang Lu Yu Tsao OT 66 33 0 11 Nov 2021
Efficient estimates of optimal transport via low-dimensional embeddings Patric Fulop V. Danos OT 20 0 0 08 Nov 2021
On Label Shift in Domain Adaptation via Wasserstein Distance Trung Le Dat Do Tuan Nguyen Huy Nguyen Hung Bui Nhat Ho Dinh Q. Phung 57 4 0 29 Oct 2021
Mapping conditional distributions for domain adaptation under generalized target shift Matthieu Kirchmeyer A. Rakotomamonjy Emmanuel de Bézenac Patrick Gallinari OOD 99 24 0 26 Oct 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 136 103 0 22 Oct 2021
Principled Representation Learning for Entity Alignment Lingbing Guo Zequn Sun Yin Hua Wei Hu Qiang Zhang Huajun Chen 53 0 0 21 Oct 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Yin Zhao Minquan Wang Longjun Cai OOD 120 10 0 13 Oct 2021
Label Propagation Through Optimal Transport Mourad El Hamri Younès Bennani Issam Falih OT 56 4 0 01 Oct 2021
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 143 40 0 24 Sep 2021
Unsupervised domain adaptation with non-stochastic missing data Matthieu Kirchmeyer Patrick Gallinari A. Rakotomamonjy Amin Mantrach 53 2 0 16 Sep 2021
Transport-based Counterfactual Models Lucas de Lara Alberto González Sanz Nicholas M. Asher Laurent Risser Jean-Michel Loubes 52 31 0 30 Aug 2021
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training Hari Prasanna Das Ryan Tran Japjot Singh Yu-Wen Lin C. Spanos OOD 59 11 0 25 Aug 2021
Learning Transferable Parameters for Unsupervised Domain Adaptation Zhongyi Han Haoliang Sun Yilong Yin OOD 87 47 0 13 Aug 2021
On the Robustness of Domain Adaption to Adversarial Attacks Liyuan Zhang Yuhang Zhou Lei Zhang OOD AAML 45 2 0 04 Aug 2021
Conditional Bures Metric for Domain Adaptation You-Wei Luo Chuan-Xian Ren 93 51 0 31 Jul 2021
Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More Johannes Klicpera Marten Lienen Stephan Günnemann OT 81 13 0 14 Jul 2021
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning Akshay Mehra B. Kailkhura Pin-Yu Chen Jihun Hamm AAML 98 22 0 08 Jul 2021
Predicting with Confidence on Unseen Distributions Devin Guillory Vaishaal Shankar Sayna Ebrahimi Trevor Darrell Ludwig Schmidt UQCV OOD 122 123 0 07 Jul 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 126 75 0 04 Jul 2021
f-Domain-Adversarial Learning: Theory and Algorithms David Acuna Guojun Zhang M. Law Sanja Fidler FedML AI4CE 74 62 0 21 Jun 2021
Stratified Learning: A General-Purpose Statistical Method for Improved Learning under Covariate Shift Maximilian Autenrieth David van Dyk R. Trotta D. Stenning OOD 23 3 0 21 Jun 2021