Unsupervised Domain Adaptation Based on Source-guided Discrepancy

11 September 2018

Seiichi Kuroki

Nontawat Charoenphakdee

Papers citing "Unsupervised Domain Adaptation Based on Source-guided Discrepancy"

31 / 31 papers shown

Title
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 52 0 0 13 Jun 2024
A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition Xiao-Yin Liu Guo-Tao Li Xiao-Hu Zhou Xu Liang Zeng-Guang Hou 78 0 0 19 Apr 2024
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 36 0 0 21 Nov 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 27 2 0 21 Aug 2023
Taxonomy-Structured Domain Adaptation Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 57 7 0 13 Jun 2023
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks Adam Breitholtz Fredrik D. Johansson OOD 28 1 0 15 Mar 2023
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space Yuyang Deng Nidham Gazagnadou Junyuan Hong M. Mahdavi Lingjuan Lyu AAML 15 4 0 23 Feb 2023
LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue Anthony Sicilia Malihe Alikhani 55 4 0 14 Oct 2022
PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Anthony Sicilia Katherine Atwell Malihe Alikhani Seong Jae Hwang BDL 56 9 0 12 Jul 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error Katherine Atwell Anthony Sicilia Seong Jae Hwang Malihe Alikhani 19 16 0 21 Mar 2022
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Jingyao Wang Jiangmeng Li C. Zheng Fuchun Sun Hui Xiong 24 25 0 08 Mar 2022
Graph-Relational Domain Adaptation Zihao Xu Hao He Guang-He Lee Yuyang Wang Hao Wang OOD 30 27 0 08 Feb 2022
Lifelong Generative Modelling Using Dynamic Expansion Graph Model Fei Ye A. Bors CLL 27 10 0 15 Dec 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li Rong Jin ViT 64 216 0 13 Sep 2021
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images Tianze Yu Ieee Jianzhe Lin Student Member Ieee Lichao Mou Student Member Yuansheng Hua Senior Member Ieee Xiaoxiang Zhu F. I. Z. Jane Wang 13 7 0 15 Aug 2021
Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Anthony Sicilia Xingchen Zhao Seong Jae Hwang OOD AI4CE 19 74 0 07 Feb 2021
A Symmetric Loss Perspective of Reliable Machine Learning Nontawat Charoenphakdee Jongyeong Lee Masashi Sugiyama 27 0 0 05 Jan 2021
Class-Incremental Domain Adaptation Jogendra Nath Kundu R. Venkatesh Naveen Venkat Ambareesh Revanur R. Venkatesh Babu CLL 6 51 0 04 Aug 2020
Continuously Indexed Domain Adaptation Hao Wang Hao He Dina Katabi MedIm 22 117 0 03 Jul 2020
Adversarial Weighting for Domain Adaptation in Regression Antoine de Mathelin Guillaume Richard Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD 51 45 0 15 Jun 2020
Pairwise Supervision Can Provably Elicit a Decision Boundary Han Bao Takuya Shimada Liyuan Xu Issei Sato Masashi Sugiyama 53 10 0 11 Jun 2020
Calibrated Surrogate Losses for Adversarially Robust Classification Han Bao Clayton Scott Masashi Sugiyama 34 45 0 28 May 2020
A survey on domain adaptation theory: learning bounds and theoretical guarantees I. Redko Emilie Morvant Amaury Habrard M. Sebban Younès Bennani OOD 33 133 0 24 Apr 2020
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice Yabin Zhang Bin Deng Hui Tang Lei Zhang Kui Jia AI4CE 12 74 0 20 Feb 2020
Few-shot Domain Adaptation by Causal Mechanism Transfer Takeshi Teshima Issei Sato Masashi Sugiyama OOD CML TTA 33 86 0 10 Feb 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 30 114 0 13 Jan 2020
Towards Resolving Propensity Contradiction in Offline Recommender Learning Yuta Saito Masahiro Nomura OffRL 33 12 0 16 Oct 2019
Bridging Theory and Algorithm for Domain Adaptation Yuchen Zhang Tianle Liu Mingsheng Long Michael I. Jordan 16 700 0 11 Apr 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 18 11 0 30 Jan 2019
New Analysis and Algorithm for Learning with Drifting Distributions M. Mohri Andrés Munoz Medina 97 124 0 19 May 2012
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 793 0 19 Feb 2009