Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment

5 March 2019

Papers citing "Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment"

33 / 83 papers shown

Title
Reconsidering Representation Alignment for Multi-view Clustering Daniel J. Trosten Sigurd Løkse Robert Jenssen Michael C. Kampffmeyer 18 116 0 13 Mar 2021
A Theory of Label Propagation for Subpopulation Shift Tianle Cai Ruiqi Gao Jason D. Lee Qi Lei 16 49 0 22 Feb 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis Xiaofeng Liu Xiongchang Liu Bo Hu Wenxuan Ji Fangxu Xing Jun Lu J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo OOD 54 33 0 01 Jan 2021
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman 46 133 0 21 Dec 2020
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 111 1,390 0 14 Dec 2020
Self-Supervised Real-to-Sim Scene Generation Aayush Prakash Shoubhik Debnath Jean-Francois Lafleche Eric Cameracci Gavriel State Stan Birchfield M. Law 37 26 0 30 Nov 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer A. Tanwani OOD 19 26 0 15 Nov 2020
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Yue Liu Yezhen Wang Shanghang Zhang Dongsheng Li Trevor Darrell Kurt Keutzer Han Zhao OOD 14 93 0 09 Oct 2020
Open Set Domain Adaptation using Optimal Transport Marwa Kechaou Romain Hérault Mokhtar Z. Alaya Gilles Gasso OT OOD 22 1 0 02 Oct 2020
$Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence$ Beyond $\mathcal{H}$ -Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence Changjian Shui Qi Chen Jun Wen Fan Zhou Christian Gagné Boyu Wang 38 22 0 30 Jul 2020
Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Luyu Yang Yan Wang M. Gao Abhinav Shrivastava Kilian Q. Weinberger Wei-Lun Chao Ser-Nam Lim OOD 20 75 0 24 Jul 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka OOD 11 60 0 06 Jul 2020
Target Consistency for Domain Adaptation: when Robustness meets Transferability Yassine Ouali Victor Bouvier Myriam Tami C´eline Hudelot OOD 19 3 0 25 Jun 2020
Robust Domain Adaptation: Representations, Weights and Inductive Bias Victor Bouvier P. Very C. Chastagnol Myriam Tami C´eline Hudelot OOD 16 10 0 24 Jun 2020
Rethinking Distributional Matching Based Domain Adaptation Yue Liu Yezhen Wang Tong Che Shanghang Zhang Sicheng Zhao Pengfei Xu Wei Zhou Yoshua Bengio Kurt Keutzer OOD 27 59 0 23 Jun 2020
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Rosanna Turrisi Rémi Flamary A. Rakotomamonjy Massimiliano Pontil OT 24 31 0 23 Jun 2020
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks Seyed Mohammadreza Mousavi Kalan Zalan Fabian A. Avestimehr Mahdi Soltanolkotabi 8 32 0 16 Jun 2020
Optimal Transport for Conditional Domain Matching and Label Shift A. Rakotomamonjy Rémi Flamary Gilles Gasso Mokhtar Z. Alaya Maxime Bérar Nicolas Courty OOD OT 18 25 0 15 Jun 2020
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Xiang Jiang Qicheng Lao Stan Matwin Mohammad Havaei 33 110 0 09 Jun 2020
Continuous Transfer Learning with Label-informed Distribution Alignment Jun Wu Jingrui He CLL 49 12 0 05 Jun 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 358 1,974 0 04 May 2020
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation Jihan Yang Ruijia Xu Ruiyu Li Xiaojuan Qi Xiaoyong Shen Guanbin Li Liang Lin 12 93 0 18 Dec 2019
Behavior Regularized Offline Reinforcement Learning Yifan Wu George Tucker Ofir Nachum OffRL 11 670 0 26 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 27 93 0 06 Nov 2019
Class-imbalanced Domain Adaptation: An Empirical Odyssey Shuhan Tan Xingchao Peng Kate Saenko OOD 27 11 0 23 Oct 2019
The Role of Embedding Complexity in Domain-invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka 22 1 0 13 Oct 2019
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis Minlong Peng Qi Zhang Xuanjing Huang 15 10 0 18 Sep 2019
Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited Information Gabriel Michau Olga Fink 6 28 0 22 Jul 2019
Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction Aviral Kumar Justin Fu George Tucker Sergey Levine OffRL OnRL 32 1,035 0 03 Jun 2019
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows Aditya Grover Christopher Chute Rui Shu Zhangjie Cao Stefano Ermon OOD DRL 13 65 0 30 May 2019
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang Songwei Ge Eric Xing Zachary Chase Lipton OOD 39 936 0 29 May 2019
Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Zhijie Deng Yucen Luo Jun Zhu OOD 19 217 0 24 Mar 2019
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 793 0 19 Feb 2009