Joint Distribution Optimal Transportation for Domain Adaptation

24 May 2017

Papers citing "Joint Distribution Optimal Transportation for Domain Adaptation"

44 / 94 papers shown

Title
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 37 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 34 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 46 34 0 29 Apr 2022
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution Khai Nguyen Nhat Ho 14 25 0 04 Apr 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 13 1 0 26 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 17 2 0 14 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 26 2 0 09 Mar 2022
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport Fang Wu Nicolas Courty Shuting Jin Stan Z. Li OOD OT 13 8 0 13 Feb 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 28 101 0 15 Jan 2022
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 42 3 0 15 Jan 2022
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 26 20 0 03 Dec 2021
Mapping conditional distributions for domain adaptation under generalized target shift Matthieu Kirchmeyer A. Rakotomamonjy Emmanuel de Bézenac Patrick Gallinari OOD 8 22 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 44 102 0 22 Oct 2021
Label Propagation Through Optimal Transport Mourad El Hamri Younès Bennani Issam Falih OT 24 4 0 01 Oct 2021
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 29 35 0 24 Sep 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 16 11 0 25 Aug 2021
Conditional Bures Metric for Domain Adaptation You-Wei Luo Chuan-Xian Ren 13 49 0 31 Jul 2021
f-Domain-Adversarial Learning: Theory and Algorithms David Acuna Guojun Zhang M. Law Sanja Fidler FedML AI4CE 11 60 0 21 Jun 2021
A Survey on Optimal Transport for Machine Learning: Theory and Applications Luis Caicedo Torres Luiz Manella Pereira M. Amini OOD OT 21 47 0 03 Jun 2021
Information-theoretic regularization for Multi-source Domain Adaptation Geon Yeong Park Sang Wan Lee TTA 19 25 0 04 Apr 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Hiroki Sakuma Yoshinori Konishi 11 2 0 26 Mar 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 16 146 0 05 Mar 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice Tam Le Truyen V. Nguyen OT 22 15 0 24 Jan 2021
Unsupervised neural adaptation model based on optimal transport for spoken language identification Xugang Lu Peng Shen Yu Tsao Hisashi Kawai 8 17 0 24 Dec 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 25 42 0 24 Aug 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu-Xiang Wang Geoffrey J. Gordon OOD AAML VLM 8 183 0 10 Mar 2020
Few-shot Domain Adaptation by Causal Mechanism Transfer Takeshi Teshima Issei Sato Masashi Sugiyama OOD CML TTA 33 86 0 10 Feb 2020
Discriminative Adversarial Domain Adaptation Hui Tang K. Jia OOD 11 194 0 27 Nov 2019
The Role of Embedding Complexity in Domain-invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka 14 1 0 13 Oct 2019
Wasserstein-2 Generative Networks Alexander Korotin Vage Egiazarian Arip Asadulaev Alexander Safin E. Burnaev GAN 120 100 0 28 Sep 2019
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Victor Bouvier P. Very C´eline Hudelot C. Chastagnol 14 6 0 29 Jul 2019
Solving graph compression via optimal transport Vikas K. Garg Tommi Jaakkola OT 16 16 0 29 May 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 19 28 0 14 May 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport Yujia Xie Minshuo Chen Haoming Jiang T. Zhao H. Zha OT 11 42 0 01 May 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 22 537 0 10 Mar 2019
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs Amirhossein Taghvaei Amin Jalali 17 42 0 19 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 6 11 0 30 Jan 2019
On Learning Invariant Representation for Domain Adaptation H. Zhao Rémi Tachet des Combes Kun Zhang Geoffrey J. Gordon OOD 19 157 0 27 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 11 477 0 16 Jan 2019
An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images B. Damodaran Rémi Flamary Vivien Seguy Nicolas Courty NoLa 10 39 0 02 Oct 2018
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 18 71 0 25 Jun 2018
Causal Generative Domain Adaptation Networks Mingming Gong Kun Zhang Biwei Huang Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 27 21 0 12 Apr 2018
Large-Scale Optimal Transport and Mapping Estimation Vivien Seguy B. Damodaran Rémi Flamary Nicolas Courty Antoine Rolet Mathieu Blondel OT 28 243 0 07 Nov 2017
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009