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Junkun Yuan

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HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception

Oct 31, 2023
Junkun Yuan, Xinyu Zhang, Hao Zhou, Jian Wang, Zhongwei Qiu, Zhiyin Shao, Shaofeng Zhang, Sifan Long, Kun Kuang, Kun Yao, Junyu Han, Errui Ding, Lanfen Lin, Fei Wu, Jingdong Wang

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Bridging the Gap: Neural Collapse Inspired Prompt Tuning for Generalization under Class Imbalance

Jun 29, 2023
Didi Zhu, Yinchuan Li, Min Zhang, Junkun Yuan, Jiashuo Liu, Zexi Li, Kun Kuang, Chao Wu

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Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization

May 25, 2023
Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang

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Universal Domain Adaptation via Compressive Attention Matching

Apr 24, 2023
Didi Zhu, Yincuan Li, Junkun Yuan, Zexi Li, Yunfeng Shao, Kun Kuang, Chao Wu

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Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models

Mar 30, 2023
Sifan Long, Zhen Zhao, Junkun Yuan, Zichang Tan, Jiangjiang Liu, Luping Zhou, Shengsheng Wang, Jingdong Wang

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CAE v2: Context Autoencoder with CLIP Target

Nov 17, 2022
Xinyu Zhang, Jiahui Chen, Junkun Yuan, Qiang Chen, Jian Wang, Xiaodi Wang, Shumin Han, Xiaokang Chen, Jimin Pi, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang

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Domain Generalization via Contrastive Causal Learning

Oct 06, 2022
Qiaowei Miao, Junkun Yuan, Kun Kuang

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Label-Efficient Domain Generalization via Collaborative Exploration and Generalization

Aug 07, 2022
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin

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Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation

Feb 27, 2022
Xu Ma, Junkun Yuan, Yen-wei Chen, Ruofeng Tong, Lanfen Lin

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Do We Need to Directly Access the Source Datasets for Domain Generalization?

Oct 15, 2021
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin

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