Domain Adaptation with Conditional Distribution Matching and Generalized
Label Shift

Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift

10 March 2020

Rémi Tachet des Combes

Geoffrey J. Gordon

Papers citing "Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift"

18 / 118 papers shown

Title
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman 35 133 0 21 Dec 2020
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning Tian Li Xiang Chen Shanghang Zhang Zhen Dong Kurt Keutzer 6 4 0 05 Dec 2020
Stochastic Adversarial Gradient Embedding for Active Domain Adaptation Victor Bouvier P. Very C. Chastagnol Myriam Tami C´eline Hudelot 18 2 0 03 Dec 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer A. Tanwani OOD 14 26 0 15 Nov 2020
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization Tian Li Xiang Chen Shanghang Zhang Zhen Dong Kurt Keutzer 4 36 0 30 Oct 2020
Domain adaptation under structural causal models Yuansi Chen Peter Buhlmann CML OOD AI4CE 31 38 0 29 Oct 2020
Coping with Label Shift via Distributionally Robust Optimisation J. Zhang A. Menon Andreas Veit Srinadh Bhojanapalli Sanjiv Kumar S. Sra OOD 21 70 0 23 Oct 2020
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Bo-wen Li Yezhen Wang Shanghang Zhang Dongsheng Li Trevor Darrell Kurt Keutzer Han Zhao OOD 6 93 0 09 Oct 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 25 205 0 02 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 34 263 0 01 Sep 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 29 8 0 11 Aug 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 8 10 0 24 Jun 2020
Rethinking Distributional Matching Based Domain Adaptation Bo-wen Li Yezhen Wang Tong Che Shanghang Zhang Sicheng Zhao Pengfei Xu Wei Zhou Yoshua Bengio Kurt Keutzer OOD 14 59 0 23 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 8 25 0 15 Jun 2020
Enforcing Predictive Invariance across Structured Biomedical Domains Wengong Jin Regina Barzilay Tommi Jaakkola OOD 13 27 0 06 Jun 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 901 0 02 Mar 2020
Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems Zijian Li Ruichu Cai Kok-Soon Chai H. Ng Hoang Dung Vu Marianne Winslett T. Fu Boyan Xu Xiaoyan Yang Zhenjie Zhang CML AI4TS AI4CE 8 14 0 13 Oct 2019