Fan Ma

Fan Ma

Postdoctoral Researcher in Artificial Intelligence

Biography

I’m currently a postdoctoral researcher at Zhejiang University. I received my Ph.D. at the ReLER Lab, University of Technology Sydney, advised by Prof. Yi Yang. Before that, I received M.Eng. and B.Eng. degrees from Xi’an Jiaotong University.

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Interests
  • Vision-Language Learning
  • Video Understanding
  • Temporal Modeling
  • Semi-Supervised Learning

Publications

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Fan Ma, Xiaojie Jin, Heng Wang, Yuchen Xian, Jiashi Feng, Yi Yang (2024). Vista-LLaMA: Reliable Video Narrator via Equal Distance to Visual Tokens. CVPR 2024.

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Dewei Zhou, You Li, Fan Ma, Xiaoting Zhang, Yi Yang (2024). MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis. CVPR 2024.

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Yucheng Suo, Fan Ma, Linchao Zhu, Yi Yang (2024). Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval. CVPR 2024.

Ruijie Quan, Wenguan Wang, Fan Ma, Hehe Fan, Yi Yang (2024). Clustering for Protein Representation Learning. CVPR 2024.

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Ruijie Quan, Wenguan Wang, Zhibo Tian, Fan Ma, Yi Yang (2024). Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity. CVPR 2024.

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Chao Liang, Fan Ma, Linchao Zhu, Yi Yang (2024). CapHuman: Capture Your Moments in Parallel Universes. CVPR 2024.

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Zhenglin Zhou, Fan Ma, Hehe Fan, Yi Yang (2024). HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting. Arxiv.

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Fan Ma, Xiaojie Jin, Heng Wang, Jingjia Huang, Linchao Zhu, Jiashi Feng, Yi Yang (2023). Temporal Perceiving Video-Language Pre-training. AAAI 2024.

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Xingjian He, Sihan Chen, Fan Ma, Zhicheng Huang, Xiaojie Jin, Zikang Liu, Dongmei Fu, Yi Yang, Jing Liu, Jiashi Feng (2023). VLAB--Enhancing Video Language Pre-training by Feature Adapting and Blending. arxiv.

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Fan Ma, Zheng Shou, Linchao Zhu, Haoqi Fan, Yilei Xu, Yi Yang, Zhicheng Yan (2022). Unified Transformer Tracker for Object Tracking. CVPR 2022.

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Fan Ma, Linchao Zhu, Yi Yang (2022). Weakly Supervised Moment Localization with Decoupled Consistent Concept Prediction. IJCV 2022.

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Fan Ma, Yu Wu, Xin Yu, Yi Yang (2021). Learning With Noisy Labels via Self-Reweighting From Class Centroids. TNNLS 2021.

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Fan Ma, Deyu Meng, Xuanyi Dong, Yi Yang (2020). Self-paced Multi-view Co-training. JMLR 2020.

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Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou (2020). SF-Net: Single-Frame Supervision for Temporal Action Localization.

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Hao Wang, Cheng Deng, Fan Ma, Yi Yang (2020). Context modulated dynamic networks for actor and action video segmentation with language queries. AAAI 2020.

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Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng (2017). Few-example object detection with model communication. TPAMI 2018.

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Xuanyi Dong, Deyu Meng, Fan Ma, Yi Yang (2017). A dual-network progressive approach to weakly supervised object detection. ACM MM 2017.

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Fan Ma, Deyu Meng, Qi Xie, Zina Li, X Dong (2017). Self-Paced Co-training. ICML 2017.

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