How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?

30 December 2020

Papers citing "How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?"

24 / 24 papers shown

Title
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 30 0 0 03 Jan 2025
A Unified Data Representation Learning for Non-parametric Two-sample Testing Xunye Tian Liuhua Peng Zhijian Zhou M. Gong Feng Liu Feng Liu 87 0 0 30 Nov 2024
RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization Avinash Anand Raj Jaiswal Mohit Gupta Siddhesh Bangar Pijush Bhuyan Naman Lal Rajeev Singh Ritika Jha R. Shah Shiníchi Satoh 32 3 0 15 Apr 2024
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 41 12 0 21 Jan 2024
Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation Ruijiang Dong Feng Liu Haoang Chi Tongliang Liu Mingming Gong Gang Niu Masashi Sugiyama Bo Han 19 5 0 12 Jul 2023
Chaos to Order: A Label Propagation Perspective on Source-Free Domain Adaptation Chunwei Wu Guitao Cao Yan Li Xidong Xi Wenming Cao Hong Wang TTA 16 2 0 20 Jan 2023
Autonomous Cross Domain Adaptation under Extreme Label Scarcity Weiwei Weng Mahardhika Pratama Choiru Za’in Marcus Vinícius de Carvalho Appan Rakaraddi Andri Ashfahani E. Yapp 16 7 0 04 Sep 2022
Delving into the Continuous Domain Adaptation Yinsong Xu Zhuqing Jiang Aidong Men Yang Liu Qingchao Chen 19 4 0 28 Aug 2022
Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms Guangzhi Ma Jie Lu Feng Liu Zhen Fang Guangquan Zhang 8 6 0 09 Jun 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 28 2 0 09 Mar 2022
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Changwei Xu Jianfei Yang Haoran Tang Han Zou Cheng Lu Tianshuo Zhang 26 1 0 28 Jan 2022
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 22 5 0 03 Dec 2021
Learning Bounds for Open-Set Learning Zhen Fang Jie Lu Anjin Liu Feng Liu Guangquan Zhang 18 60 0 30 Jun 2021
ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Guoqiang Wei Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 22 59 0 21 Jun 2021
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data Feng Liu Wenkai Xu Jie Lu Danica J. Sutherland 12 19 0 14 Jun 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation Haoang Chi Feng Liu Wenjing Yang L. Lan Tongliang Liu Bo Han William Cheung James T. Kwok 31 27 0 11 Jun 2021
Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action Recognition Zhenyue Qin Yang Liu Pan Ji Dongwoo Kim Lei Wang Bob McKay Saeed Anwar Tom Gedeon 3DPC 22 74 0 04 May 2021
Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph Yadan Luo Zi Huang Hongxu Chen Yang Yang Mahsa Baktash 17 10 0 25 Nov 2020
Maximum Mean Discrepancy Test is Aware of Adversarial Attacks Ruize Gao Feng Liu Jingfeng Zhang Bo Han Tongliang Liu Gang Niu Masashi Sugiyama AAML 11 51 0 22 Oct 2020
Learning from a Complementary-label Source Domain: Theory and Algorithms Yiyang Zhang Feng Liu Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 25 70 0 04 Aug 2020
Domain Adaptation as a Problem of Inference on Graphical Models Kun Zhang Mingming Gong P. Stojanov Biwei Huang Qingsong Liu Clark Glymour OOD 43 64 0 09 Feb 2020
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 45 183 0 12 Mar 2019
New Analysis and Algorithm for Learning with Drifting Distributions M. Mohri Andrés Munoz Medina 89 123 0 19 May 2012
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009