Yanwei Fu is a tenure-track professor  at the School of Data Science, Fudan University, Shanghai China.

He is  Professor of Eastern Scholar, Shanghai (上海高校特聘教授 – 东方学者), 1000 young scholar (青千)，and ARC DECRA fellow.

Research interests

He is interested in the following ML/CV topics (with the corresponding selected papers from my Project page):

1. Artificial general intelligence (AGI) for Robotic Grasping;
2. One-shot learning by  exploring statistical sparsity;
3. Multi-modal universal pre-trained model and fine-tuning.
4. Image/video synthesis and editing, such as image inpainting, sketch-based methods, and methods on videos.

He also works on some CV and Multimedia applications, such as face recognition, person Re-ID, Sketch-based image retrieval/editing, image inpainting, Attack and Defence,Visual Sentiment Analysis, Video Understanding, Multi-object tracking, Semantic Segmentation. Please use the key words to search the corresponding papers from my Project Pages.

Timeline

• Jan. 2015 – July 2016, postdoctoral researcher, Disney Research Pittsburgh with Dr. Leon Sigal
• Sep. 2011 – Nov. 2014 PhD in Computer Vision, Queen Mary University of London, with Prof. Tao Xiang (Tony) and Prof. Shaogang Gong (Sean)
• Sep. 2008 – Jun. 2011 Master in Computer Science, Nanjing University with Prof. Yanwen Guo.

Please donot contact me via my QMUL email address, which has been suspended.

关于本组招生：大数据学院科学硕士及直博生是统一招生（而不是分配给导师名额）。所以感兴趣我们组的话，可以直接去申请拿到学院的offer，再联系我即可。申请普博或者Oversea students想来我们组做summer intern的话，可以提前联系我。

大家有兴趣联系我们，可以email联系我或我们组博士后钱学林老师(xuelinq@163.com)。

Recent News

• 01/2023 I will serve as ICML 2023 Area Chair. I guess it may be still challenging, as ML community always likes to make some experiments in exploring a better review process.
• 12/2022 One IEEE TPAMI and one TMLR paper accepted! The TPAMI one about identifying causal features in one-shot learning; TMLR one is about DINO features for MVS, which took the first place in tank and temples Leaderboard , during the past 6 months. We released their codes. This year, our group has 4 accepted IEEE TPAMI papers, 2 accepted TMLR paper.
• 12/2022 Yu Xie, and Pan Li passed their PhD Viva. Congratulations!
• 08/2022 I  will organize the tutorial “The Priors Guided Image Editing and Synthesis” with Prof. Shenghua Gao, Mr. Chenjie Cao, and Mr. Qiaole Dong in ACCV 2022, held in Macau SAR, China.
• 07/2022 We organize the 2nd Visual Intelligence Seminar on Few-shot Learning with Online videos
• 07/2022 Our MVSFormer has ranked as Top-1 (since May) on the leaderboard
• 07/2022 Two ACM MM2022 and Three ECCV2022 papers accepted.
• 06/2022 I am a Fellow member of BCS.
• 06/2022 I organized a CVPR 2022 tutorial of “Sparsity Learning in Neural Networks and Robust Statistical Analysis”, jointly with  Dr. Xinwei Sun, Prof. Yuan Yao, and Prof. Wotao Yin.
• 05/2022 Three IEEE TPAMI papers accepted.
• 03/2022 I am in the action editor list of Transactions on Machine Learning Research.
• 02/2022 Ten papers accepted to CVPR 2022
• 02/2022 Two papers accepted to ICRA 2022

• 01/2021 We organize the 1st Visual Intelligence Seminar on Few-shot Learning.

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