Peng Jin - 金鹏

jp21@stu.pku.edu.cn

I am currently a third-year PhD student in Peking University, advised by Prof. Li Yuan. Before this, I received a B.S. degree in Tsinghua University.

My research interests are Cross-modal representation learning and AI Generated Content, especially:

Text-Video Retrieval, Cross-Modal Representation Learning

Multimodal Large Language Models

News!

[2024.02] One paper accepted at CVPR 2024 Highlight.

[2023.12] One paper accepted at AAAI 2024.

[2023.09] One paper accepted at NeurIPS 2023.

[2023.07] Two papers accepted at ICCV 2023.

[2023.04] One paper accepted at TIP 2023.

[2023.04] Three papers accepted at IJCAI 2023.

[2023.02] One paper accepted at CVPR 2023 Highlight.

[2022.09] One paper accepted at NeurIPS 2022 Spotlight.

Selected Publications (Complete List…)

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Xiangyang Ji, Chang Liu, Li Yuan, Jie Chen

ICCV 2023

[Arxiv] [Code] [Video]

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment

Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang, Li Yuan, Chang Liu, Jie Chen

IJCAI 2023

[Paper] [Arxiv] [Code]

TG-VQA: Ternary Game of Video Question Answering

Hao Li*, Peng Jin*(Equal Contributions), Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen

IJCAI 2023

[Paper] [Arxiv]

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning

Peng Jin, JinFa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen

CVPR 2023 Highlight (Top 10%)

[Project] [Paper] [Arxiv] [Code] [Video]

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

Peng Jin, JinFa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen

NeurIPS 2022 Spotlight

[Paper] [Arxiv] [Code]

This cool template is stolen from Xin Chen!

Peng Jin - 金鹏
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Peng Jin - 金鹏

jp21@stu.pku.edu.cn

Peking University - 北京大学

Tsinghua University - 清华大学

Selected Publications (Complete List…)

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment

TG-VQA: Ternary Game of Video Question Answering

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

Peng Jin - 金鹏 CV | Resume - 简历 Email | LinkedIn | GitHub Conference Timer Google Scholar

Peng Jin - 金鹏

jp21@stu.pku.edu.cn

Peking University - 北京大学

Tsinghua University - 清华大学

Selected Publications (Complete List…)

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment

TG-VQA: Ternary Game of Video Question Answering

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

Peng Jin - 金鹏
CV | Resume - 简历
Email | LinkedIn | GitHub
Conference Timer
Google Scholar