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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
Cross-hospital Sepsis Early Detection via Semi-supervised Optimal Transport with Self-paced Ensemble Ruiqing Ding Yu Zhou Jie Xu Yan Xie Qiqiang Liang He Ren Yixuan Wang Yanlin Chen Leye Wang Man Huang OOD 26 5 0 18 Jun 2021
Costs and Benefits of Fair Regression Han Zhao FaML 38 8 0 16 Jun 2021
Learning Domain Invariant Representations by Joint Wasserstein Distance Minimization Léo Andéol Yusei Kawakami Yuichiro Wada Takafumi Kanamori K. Müller G. Montavon OOD 103 7 0 09 Jun 2021
Neural Monge Map estimation and its applications JiaoJiao Fan Shu Liu Shaojun Ma Haomin Zhou Yongxin Chen OT 120 27 0 07 Jun 2021
A Survey on Optimal Transport for Machine Learning: Theory and Applications Luis Caicedo Torres Luiz Manella Pereira M. Amini OOD OT 87 47 0 03 Jun 2021
Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift Etienne Bennequin Victor Bouvier Myriam Tami Antoine Toubhans C´eline Hudelot 111 13 0 25 May 2021
Affine Transport for Sim-to-Real Domain Adaptation Anton Mallasto Karol Arndt Markus Heinonen Samuel Kaski Ville Kyrki 43 4 0 25 May 2021
Towards Unsupervised Sketch-based Image Retrieval Conghui Hu Yongxin Yang Yunpeng Li Timothy M. Hospedales Yi-Zhe Song 82 5 0 18 May 2021
Iterative Alignment Flows Zeyu Zhou Ziyu Gong Pradeep Ravikumar David I. Inouye OT DRL 93 5 0 15 Apr 2021
Boltzmann Tuning of Generative Models Victor Berger Michele Sebag 49 0 0 12 Apr 2021
Optimal Transport-based Adaptation in Dysarthric Speech Tasks Rosanna Turrisi Leonardo Badino OT 23 0 0 06 Apr 2021
Information-theoretic regularization for Multi-source Domain Adaptation Geon Yeong Park Sang Wan Lee TTA 86 28 0 04 Apr 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Hiroki Sakuma Yoshinori Konishi 69 3 0 26 Mar 2021
Regularized Optimal Transport for Dynamic Semi-supervised Learning Mourad El Hamri Younès Bennani OT 17 0 0 22 Mar 2021
SPOT: A framework for selection of prototypes using optimal transport Karthik S. Gurumoorthy Pratik Jawanpuria Bamdev Mishra OT 71 12 0 18 Mar 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 88 151 0 05 Mar 2021
Manifold optimization for non-linear optimal transport problems Bamdev Mishra N. Satyadev Hiroyuki Kasai Pratik Jawanpuria OT 79 11 0 01 Mar 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 217 152 0 17 Feb 2021
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Wei Wang Baopu Li Shuhui Yang Jing Sun Zhengming Ding Junyang Chen Xiao Dong Zhihui Wang Haojie Li 81 11 0 25 Jan 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice Tam Le Truyen V. Nguyen OT 70 16 0 24 Jan 2021
Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation Lingkun Luo Liming Chen Shiqiang Hu OOD 59 6 0 09 Jan 2021
Unsupervised neural adaptation model based on optimal transport for spoken language identification Xugang Lu Peng Shen Yu Tsao Hisashi Kawai 61 20 0 24 Dec 2020
Aligning Hyperbolic Representations: an Optimal Transport-based approach Andrés Hoyos-Idrobo OT 61 8 0 02 Dec 2020
MMD-Regularized Unbalanced Optimal Transport Piyushi Manupriya SakethaNath Jagarlapudi Pratik Jawanpuria OT 73 5 0 10 Nov 2020
Adversarial training for predictive tasks: theoretical analysis and limitations in the deterministic case T. Lesieur J. Messud I. Hammoud Hanyu Peng Céline Lacombe P. Jeunesse AAML GAN 19 0 0 02 Nov 2020
Dataset Dynamics via Gradient Flows in Probability Space David Alvarez-Melis Nicolò Fusi 102 19 0 24 Oct 2020
Efficient Robust Optimal Transport with Application to Multi-Label Classification Pratik Jawanpuria N. Satyadev Bamdev Mishra OT 69 3 0 22 Oct 2020
Sufficient dimension reduction for classification using principal optimal transport direction Cheng Meng Jun Yu Jingyi Zhang Ping Ma Wenxuan Zhong 55 16 0 19 Oct 2020
Respecting Domain Relations: Hypothesis Invariance for Domain Generalization Ziqi Wang Marco Loog Jan van Gemert OOD 76 51 0 15 Oct 2020
A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine Di He Lei Xie 24 4 0 09 Oct 2020
Open Set Domain Adaptation using Optimal Transport Marwa Kechaou Romain Hérault Mokhtar Z. Alaya Gilles Gasso OT OOD 31 1 0 02 Oct 2020
Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan Mohammad Rostami OOD CLL 85 68 0 26 Sep 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 86 42 0 24 Aug 2020
On Localized Discrepancy for Domain Adaptation Yuchen Zhang Mingsheng Long Jianmin Wang Michael I. Jordan 73 18 0 14 Aug 2020
Learning to Match Distributions for Domain Adaptation Chaohui Yu Jindong Wang Chang-Shu Liu Tao Qin Renjun Xu Wenjie Feng Yiqiang Chen Tie-Yan Liu OOD 51 7 0 17 Jul 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka OOD 68 64 0 06 Jul 2020
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Rosanna Turrisi Rémi Flamary A. Rakotomamonjy Massimiliano Pontil OT 65 32 0 23 Jun 2020
A survey on domain adaptation theory: learning bounds and theoretical guarantees I. Redko Emilie Morvant Amaury Habrard M. Sebban Younès Bennani OOD 184 135 0 24 Apr 2020
Moment-Based Domain Adaptation: Learning Bounds and Algorithms Werner Zellinger OOD 38 6 0 22 Apr 2020
Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation Xi Wu Yang Guo Jiefeng Chen Yingyu Liang S. Jha P. Chalasani OOD UQCV 74 7 0 22 Apr 2020
Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency Guansong Lu Zhiming Zhou Jian Shen Cheng Chen Weinan Zhang Yong Yu OT 63 13 0 14 Mar 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu Wang Geoffrey J. Gordon OOD AAML VLM 110 192 0 10 Mar 2020
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice Yabin Zhang Bin Deng Hui Tang Lei Zhang Kui Jia AI4CE 63 75 0 20 Feb 2020
Few-shot Domain Adaptation by Causal Mechanism Transfer Takeshi Teshima Issei Sato Masashi Sugiyama OOD CML TTA 101 86 0 10 Feb 2020
Domain Adaptation as a Problem of Inference on Graphical Models Kun Zhang Biwei Huang P. Stojanov Erdun Gao Qingsong Liu Clark Glymour OOD 104 66 0 09 Feb 2020
Statistical Optimal Transport posed as Learning Kernel Embedding SakethaNath Jagarlapudi Pratik Jawanpuria OT 42 16 0 08 Feb 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 154 205 0 07 Feb 2020
A Primer on Domain Adaptation Pirmin Lemberger Ivan Panico OOD 57 15 0 27 Jan 2020
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 101 195 0 27 Nov 2019
Deep Active Learning: Unified and Principled Method for Query and Training Changjian Shui Fan Zhou Christian Gagné Boyu Wang FedML 97 153 0 20 Nov 2019