Wei Peng | Stanford University

News

[2023.11] My doctoral thesis got the Best PhD Thesis Award: Finnish AI Dissertation Award 2022.
[2023.07] One abstract about MRI Acceleration has been accepted by the 109th RSNA.
[2023.07] One paper about cross-domain recognition has been accepted by ICCV 2023.
[2023.05] Two papers about Brain Analysis from MRI got ' Early Acceptance ' by MICCAI 2023.
[2023.04] I am invited to give a talk at Machine Learning in Medical Imaging session of the 20th IEEE International Symposium on Biomedical Imaging.
[2023.03] Our work cDPM for brain generation is released in MONAI Project.
[2023.02] One paper about cross-domain recognition has been accepted by CVPR 2023.
[2022.11] We just release a Benchmark for Micro-Experssion Recognition (MER).
[2022.08] An invited talk about Hyperbolic Neural Networks at Jilin university, China .
[2022.05] Our paper won the ' 2022 ISMRM Magna Cum Laude Merit Award ', the list can be found here.
[2022.04] I have successfully defended my doctoral thesis with a grade of ' Excellent '. The thesis can be downloaded here.
[2022.03] Our paper about MRI Acceleration is accepted by CVPR 2022.
[2022.02] Our abstract about MRI Acceleration is accepted by ISMRM 2022 (Oral).
[2022.01] Our Survey paper about Hyperbolic neural networks is accepted by TPAMI 2022.
[2021.10] I will visit CVL, ETH Zurich for four months.
[2021.03] Our ICCV'19 paper on rPPG has been granted IEEE Finland Section best conference paper award 2020 .
[2021.01] I will visit Harvard Medical School for six months.
[2020.08] We got the 2nd Place on Action Recognition Track of ECCV 2020 VIPriors Challenges.

Publications

Hyperbolic Deep Neural Networks: A Survey
Wei Peng, Tuomas Varanka, Abdelrahman Mostafa, Henglin Shi, Guoying Zhao. IEEE Transactions on Pattern Analysis & Machine Intelligence(T-PAMI), 2022.
Code

Intrinsic-extrinsic preserved gans for unsupervised 3D pose transfer
Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao. IEEE International Conference on Computer Vision (ICCV), 2021.
Code

Mix Dimension in Poincar\'{e} Geometry for 3D Skeleton-based Action Recognition
Wei Peng, Jingang Shi, Zhaoqiang Xia, Guoying Zhao. Proceedings of the 28th ACM International Conference on Multimedia (ACM MM), 2020.

Academic Activities

Academic Reviewer:

Invited as Reviewer for cnoferences, including CVPR2023, ICASSP2023, etc.
Invited as Reviewer for Scientific Reports - Nature.
Invited as Reviewer for IEEE Transactions on Multimedia.
Invited as Reviewer for IEEE Transactions on Image Processing.
Invited as Reviewer for Pattern Recognition.
Invited as Reviewer for cnoferences, including NeurIPS2022, CVPR2022, AAAI2022, ICML2022, MICCAI2022, etc.

Teaching Assistant

Machine Learning for Neuroimaging, Stanford Univerisity -- Fall 2022
Affective computing, Univerisity of Oulu -- Fall 2020