Wenxuan Ma

16 papers A* 7Journal 9
YearRankTypeTitle / Venue / Authors
2025 A* conf
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection.
ICML
Lincan Cai, Jingxuan Kang, Shuang Li, Wenxuan Ma, Binhui Xie, Zhida Qin, Jian Liang
2025 J jnl
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection.
CoRR
Lincan Cai, Jingxuan Kang, Shuang Li, Wenxuan Ma, Binhui Xie, Zhida Qin, Jian Liang
2025 J jnl
Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation.
IEEE Trans. Neural Networks Learn. Syst.
Shuang Li, Rui Zhang, Kaixiong Gong, Mixue Xie, Wenxuan Ma, Guangyu Gao
2024 A* conf
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation.
ICML
Lincan Cai, Shuang Li, Wenxuan Ma, Jingxuan Kang, Binhui Xie, Zixun Sun, Chengwei Zhu
2024 J jnl
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation.
CoRR
Lincan Cai, Shuang Li, Wenxuan Ma, Jingxuan Kang, Binhui Xie, Zixun Sun, Chengwei Zhu
2024 A* conf
Learning Modality Knowledge Alignment for Cross-Modality Transfer.
ICML
Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang
2024 J jnl
Learning Modality Knowledge Alignment for Cross-Modality Transfer.
CoRR
Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang
2023 A* conf
Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm.
ICCV
Wenxuan Ma, Shuang Li, Jinming Zhang, Chi Harold Liu, Jingxuan Kang, Yulin Wang, Gao Huang
2023 A* conf
Language Semantic Graph Guided Data-Efficient Learning.
NeurIPS
Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang
2023 J jnl
Language Semantic Graph Guided Data-Efficient Learning.
CoRR
Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang
2023 J jnl
Meta-Reweighted Regularization for Unsupervised Domain Adaptation.
IEEE Trans. Knowl. Data Eng.
Shuang Li, Wenxuan Ma, Jinming Zhang, Chi Harold Liu, Jian Liang, Guoren Wang
2022 A* conf
Making The Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation.
ACM Multimedia
Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li
2022 J jnl
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation.
CoRR
Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li
2021 A* conf
Dynamic Domain Adaptation for Efficient Inference.
CVPR
Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li
2021 J jnl
Dynamic Domain Adaptation for Efficient Inference.
CoRR
Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li
2021 J jnl
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation.
CoRR
Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li