On Target Shift in Adversarial Domain Adaptation

15 March 2019

David E. Carlson

Papers citing "On Target Shift in Adversarial Domain Adaptation"

21 / 21 papers shown

Title
Theory-inspired Label Shift Adaptation via Aligned Distribution Mixture Ruidong Fan Xiao Ouyang Hong Tao Yuhua Qian Chenping Hou OOD 85 0 0 04 Nov 2024
Geodesic Optimization for Predictive Shift Adaptation on EEG data Apolline Mellot Antoine Collas Sylvain Chevallier Alexandre Gramfort Denis A. Engemann OOD 84 5 0 04 Jul 2024
FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection Ziyi Zhou Xiaoming Zhang Litian Zhang Jiacheng Liu Xi Zhang Chaozhuo Li 91 1 0 30 Mar 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 77 12 0 09 Jan 2024
Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images Nam Cao O. Saukh 68 2 0 18 Nov 2023
Learning Invariant Representations under General Interventions on the Response Kang Du Yu Xiang OOD 103 8 0 22 Aug 2022
Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Yueqing Liang Canyu Chen Tian Tian Kai Shu FaML 59 9 0 08 Jun 2022
Multiple Domain Causal Networks Tianhui Zhou IV WilliamE.Carson M. H. Klein David Carlson CML 32 0 0 13 May 2022
Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift Amitangshu Mukherjee Isha Garg Kaushik Roy 31 6 0 20 Dec 2021
Universal Domain Adaptation in Ordinal Regression Boris Chidlovskii Assem Sadek Christian Wolf 69 5 0 22 Jun 2021
Aggregating From Multiple Target-Shifted Sources Changjian Shui Zijian Li Jiaqi Li Christian Gagné Charles Ling Boyu Wang 80 31 0 09 May 2021
Scalable Causal Domain Adaptation Mohammad Ali Javidian O. Pandey Pooyan Jamshidi CML 31 4 0 27 Feb 2021
Domain adaptation under structural causal models Yuansi Chen Peter Buhlmann CML OOD AI4CE 132 40 0 29 Oct 2020
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images J. Sigman Gregory P. Spell Kevin J. Liang Lawrence Carin ObjD 65 18 0 02 Oct 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 133 269 0 01 Sep 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 92 23 0 30 Jul 2020
Adversarial Weighting for Domain Adaptation in Regression Antoine de Mathelin Guillaume Richard Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD 106 45 0 15 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 47 28 0 15 Jun 2020
A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Zhuohao Chen Singla Karan David C. Atkins Zac E. Imel Shrikanth Narayanan VLM 21 2 0 16 Mar 2020
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis Minlong Peng Qi Zhang Xuanjing Huang 42 10 0 18 Sep 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 290 4,684 0 17 Feb 2017