My research interests are in Multi-modality Learning and Data-centric AI. Now I mainly focus on very large-scale efficient vision-language pre-training (VLP). I obtained my bachelor degree and master degree in Sun Yat-Sen University (SYSU). I'm currently a third-year PHD Student in National University of Singapore (NUS) and supervised by Prof. Mike Zheng Shou.
News
[June 2024] We release VisInContext, an efficient Interleaved vision-language pre-training framework for increasing the in-context text length. |
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Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning Alex Jinpeng Wang , Linjie Li, Yiqi Lin, Min Li, Lijuan Wang and Mike Zheng Shou Arxiv, 2024. [Paper] [GitHub] [Website] |
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COSMO: Contrastive Streamlined Multimodal Model With Interleaved Pre-Training. Alex Jinpeng Wang , Linjie Li, Kevin Qinghong Lin, Jianfeng Wang, Kevin Lin, Zhengyuan Yang, Lijuan Wang and Mike Zheng Shou Arxiv, 2024. [Paper] [GitHub] [COSMO Website] [COSMOE Website] |
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Parrot Captions Teach CLIP to Spot Text. Yiqi Lin, Conghui He, Alex Jinpeng Wang (equal contribution) , Bin Wang, Weijia Li, Mike Zheng Shou To appear in ECCV, 2024. [Paper] [GitHub] |
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Too Large; Data Reduction for Vision-Language Pre-Training. Alex Jinpeng Wang , Kevin Qinghong Lin, David Junhao Zhang, Stan Weixian Lei and Mike Zheng Shou To appear in ICCV, 2023. [Paper] [GitHub] |
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Position-guided Text Prompt for Vision Language Pre-training. Alex Jinpeng Wang , Pan Zhou , Mike Zheng Shou, Shuicheng Yan To appear in CVPR, 2023. [Paper] [GitHub] [Bibtex] |
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All in One: Exploring Unified Video-Language Pre-training. Alex Jinpeng Wang , Yixiao Ge , Rui Yan, Yuying Ge, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou To appear in CVPR, 2023. [Paper] [GitHub] [Bibtex] |
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Object-aware Video-language Pre-training for Retrieval. Alex Jinpeng Wang , Yixiao Ge , Guanyu Cai, Rui Yan, Xudong Lin, Ying Shan, Xiaohu Qie, Mike Zheng Shou To appear in CVPR, 2022. [Paper] [Webpage] [GitHub] [Bibtex] |
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Suppressing Static Visual Cues in Probability via Normalizing Flows for Self-Supervised Video Representation Learning. Manlin Zhang, Jinpeng Wang (equal contribution), Andy J. Ma To appear in AAAI, 2022. Oral. [Paper] [Bibtex] |
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Learning Spatio-temporal Representation by Channel Aliasing video Perception. Yiqi Lin, Jinpeng Wang (equal contribution), Manlin Zhang, Andy J. Ma To appear in ACM MM, 2021. [Paper] [Bibtex] |
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Multi-level Temporal Dilated Dense Prediction for Action Recognition Jinpeng Wang, Yiqi Lin, Manlin Zhang, Yuan Gao, Andy J. Ma To appear in TMM, 2021. [Paper] [Bibtex] |
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Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Hao Cheng, Pai Peng, Rongrong Ji, Xing Sun To appear in CVPR, 2021. [Paper] [Webpage] [Video] [GitHub] [Bibtex] |
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Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion Jinpeng Wang , Yuting Gao, Ke Li, Jianguo Hu, Xinyang Jiang, Xiaowei Guo, Rongrong Ji, Xing Sun In AAAI, 2021. [Paper] [Webpage] [Video] [GitHub] [Bibtex] |
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Revisiting Hard Example for Action Recognition Jinpeng Wang, Jianguo Hu, Shiren Li, Zhihao Yuan In TCSVT, 2020. [Paper] [GitHub] [Bibtex] |
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Rethinking Temporal-Related Sample for Human Action Recognition Jinpeng Wang, Shiren Li, Zhikui Duan, Zhihao Yuan In ICASSP, 2020. [Paper] [Bibtex] |
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Spatio-Temporal Bottom-Up Top-Down Attention Model for Action Recognition Jinpeng Wang, Andy J. Ma In ICIG, 2019. [Paper] [Bibtex] |
Time: 2021.2.12; Title: CVPR21 BE Demo; Source: Youtube
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Time: 2021.3.29; Title: VALSE STUDENT WEBINAR; Source: Bilibili (China)
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