$Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence$

Beyond $\mathcal{H}$ -Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence

30 July 2020

Qi Chen

Christian Gagné

Papers citing "Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence"

19 / 19 papers shown

Title
Data-dependent and Oracle Bounds on Forgetting in Continual Learning Lior Friedman Ron Meir 70 0 0 13 Jun 2024
Class-wise Generalization Error: an Information-Theoretic Analysis Firas Laakom Yuheng Bu M. Gabbouj 17 0 0 05 Jan 2024
User-Centric Federated Learning: Trading off Wireless Resources for Personalization Mohamad Mestoukirdi Matteo Zecchin David Gesbert Qianrui Li FedML 22 7 0 25 Apr 2023
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation Qi Chen M. Marchand OOD 23 8 0 04 Apr 2023
Information-Theoretic Analysis of Unsupervised Domain Adaptation Ziqiao Wang Yongyi Mao 38 11 0 03 Oct 2022
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection Abhay Rawat Isha Dua Saurav Gupta Rahul Tallamraju 13 1 0 05 Sep 2022
On statistic alignment for domain adaptation in structural health monitoring J. Poole P. Gardner N. Dervilis L. Bull Keith Worden 11 27 0 24 May 2022
U-NO: U-shaped Neural Operators Md Ashiqur Rahman Zachary E. Ross Kamyar Azizzadenesheli AI4CE 25 132 0 23 Apr 2022
Jacobian Norm for Unsupervised Source-Free Domain Adaptation Weikai Li Meng Cao Songcan Chen 20 7 0 07 Apr 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 25 74 0 29 Mar 2022
Gap Minimization for Knowledge Sharing and Transfer Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 18 10 0 26 Jan 2022
Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation N. Savioli A. de Marvao Wenjia Bai Shuo Wang S. Cook C. Chin Daniel Rueckert D. O’Regan MedIm 17 2 0 16 Jul 2021
Multi-task Learning by Leveraging the Semantic Information Fan Zhou B. Chaib-draa Boyu Wang 13 12 0 03 Mar 2021
Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection Weikai Li Chuanxing Geng Songcan Chen 14 14 0 24 Dec 2020
Importance Weight Estimation and Generalization in Domain Adaptation under Label Shift Kamyar Azizzadenesheli OOD 19 13 0 29 Nov 2020
A Convenient Infinite Dimensional Framework for Generative Adversarial Learning H. Asatryan Hanno Gottschalk Marieke Lippert Matthias Rottmann GAN 11 10 0 24 Nov 2020
Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence Sharu Theresa Jose Osvaldo Simeone 43 16 0 13 Oct 2020
Domain Generalization via Optimal Transport with Metric Similarity Learning Fan Zhou Zhuqing Jiang Changjian Shui Boyu Wang B. Chaib-draa OOD 11 53 0 21 Jul 2020
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009