CV
General Information
Full Name | Gongfan Fang |
Languages | Chinese, English |
Education
- 2022 - present
PhD in Electrical and Computer Engineering
National University of Singapore, Singapre
- 2019 - 2022
M.Eng. in Computer Science
Zhejiang University, Hangzhou, China
- 2019 - 2022
B.S. in Computer Science
Zhejiang University, Hangzhou, China
Open Source Projects
- 2019 - now
Torch-Pruning
- A general-purpose library for structural network pruning
- 2019 - now
Pytorch-MSSSIM
- Fast and differentiable MS-SSIM and SSIM for pytorch
- 2019 - 2020
DeepLabV3Plus-Pytorch
- Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
Academic Interests
-
Efficient Deep Learning
- Efficient Backbones
- Efficient Training and Inference
- Model Compression (KD, Pruning, Quantization)
-
Generative Models
- Diffusion
- GANs