Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation

17 July 2020

Wenjun Zhang

Papers citing "Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation"

45 / 45 papers shown

Title
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations Yang Yuxiang Zeng Xinyi Zeng Pinxian Zu Chen Yan Binyu Zhou Jiliu Wang Yan 39 0 0 02 Jan 2025
C $^3$ DG: Conditional Domain Generalization for Hyperspectral Imagery Classification with Convergence and Constrained-risk Theories Zhe Gao Bin Pan Zhenwei Shi 40 0 0 04 Jul 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 52 0 0 13 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 39 8 0 30 May 2024
Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications Mingfei Lu Chenxu Li Shujian Yu Robert Jenssen Badong Chen 27 0 0 07 May 2024
More is Better: Deep Domain Adaptation with Multiple Sources Sicheng Zhao Hui Chen Hu Huang Pengfei Xu Guiguang Ding 27 5 0 01 May 2024
AED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation Heqi Peng Yun-an Wang Ruijie Yang Beichen Li Rui Wang Yuanfang Guo AAML 40 0 0 19 Apr 2024
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OT 18 3 0 16 Apr 2024
Agile Multi-Source-Free Domain Adaptation Xinyao Li Jingjing Li Fengling Li Lei Zhu Ke Lu 33 6 0 08 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 40 15 0 05 Mar 2024
SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization Ying Jin Jiaqi Wang Dahua Lin 43 2 0 13 Feb 2024
Subspace Identification for Multi-Source Domain Adaptation Zijian Li Ruichu Cai Guan-Hong Chen Boyang Sun Z. Hao Kun Zhang 34 33 0 07 Oct 2023
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OOD 15 12 0 27 Jul 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 32 0 0 26 Jul 2023
FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization Eunju Yang Gyusang Cho Chan-Hyun Youn TTA 27 1 0 04 Jul 2023
Partial Identifiability for Domain Adaptation Lingjing Kong Shaoan Xie Weiran Yao Yujia Zheng Guan-Hong Chen P. Stojanov Victor Akinwande Kun Zhang 48 8 0 10 Jun 2023
FACT: Federated Adversarial Cross Training Stefan Schrod Jonas Lippl Andreas Schäfer Michael Altenbuchinger FedML HILM 11 3 0 01 Jun 2023
Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning Jin Yuan Yang Zhang Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui 23 0 0 30 May 2023
Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation Zhongying Deng Da Li Junjun He Yi-Zhe Song Tao Xiang 9 0 0 10 Mar 2023
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 24 38 0 17 Nov 2022
Robust Target Training for Multi-Source Domain Adaptation Zhongying Deng Da Li Yi-Zhe Song Tao Xiang OOD 22 3 0 04 Oct 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Haoran Chen Xintong Han Zuxuan Wu Yu-Gang Jiang 91 25 0 30 Sep 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 27 73 0 27 Sep 2022
Cross-Domain Few-Shot Classification via Inter-Source Stylization Huali Xu Shuaifeng Zhi Li Liu 30 4 0 17 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Tong Bill Xu Lin Wang Wu Ning Chunyan Lyu Kejun Wang Chenhui Wang 25 0 0 05 Aug 2022
Discovering Domain Disentanglement for Generalized Multi-source Domain Adaptation Zixin Wang Yadan Luo Peng Zhang Sen Wang Zi Huang 17 4 0 11 Jul 2022
Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation Jin Yuan Feng Hou Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui SSL OOD 20 19 0 08 Apr 2022
Dynamic Instance Domain Adaptation Zhongying Deng Kaiyang Zhou Da Li Junjun He Yi-Zhe Song Tao Xiang OOD 16 31 0 09 Mar 2022
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Chuan-Xian Ren Yong-Jin Liu Xiwen Zhang Ke-Kun Huang AAML OOD 21 91 0 22 Feb 2022
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Maohao Shen Yuheng Bu Greg Wornell 127 14 0 01 Feb 2022
Transferrable Contrastive Learning for Visual Domain Adaptation Yang Chen Yingwei Pan Yu Wang Ting Yao Xinmei Tian Tao Mei 12 23 0 14 Dec 2021
Domain Attention Consistency for Multi-Source Domain Adaptation Zhongying Deng Kaiyang Zhou Yongxin Yang Tao Xiang 32 7 0 06 Nov 2021
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 14 33 0 19 Oct 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 27 12 0 25 Sep 2021
Multi-Source Video Domain Adaptation with Temporal Attentive Moment Alignment Yuecong Xu Jianfei Yang Haozhi Cao Keyu Wu Min-man Wu Rui Zhao Zhenghua Chen TTA 22 22 0 21 Sep 2021
Cross-category Video Highlight Detection via Set-based Learning Minghao Xu Hang Wang Bingbing Ni Riheng Zhu Zhenbang Sun Changhu Wang 22 44 0 26 Aug 2021
NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications Guangyi Xiao Weiwei Xiang Huan Liu Hao Chen Shun Peng Jingzhi Guo Zhiguo Gong 13 0 0 11 Aug 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Ruihuang Li Xu Jia Jianzhong He Shuaijun Chen Q. Hu 22 35 0 30 Jul 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 29 14 0 05 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD TTA 25 76 0 05 Jul 2021
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 14 19 0 30 Jun 2021
Multi-Source Domain Adaptation for Object Detection Xingxu Yao Sicheng Zhao Pengfei Xu Jufeng Yang ObjD 17 44 0 30 Jun 2021
Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Zhipeng Luo Xiaobing Zhang Shijian Lu Shuai Yi 23 21 0 16 Jun 2021
Graphical Modeling for Multi-Source Domain Adaptation Minghao Xu Hang Wang Bingbing Ni 42 17 0 27 Apr 2021
Dynamic Transfer for Multi-Source Domain Adaptation Yunsheng Li Lu Yuan Yinpeng Chen Pei Wang Nuno Vasconcelos 26 66 0 19 Mar 2021