no code implementations • 30 Apr 2024 • Mark Huasong Meng, Hao Guan, Liuhuo Wan, Sin Gee Teo, Guangdong Bai, Jin Song Dong
We present PAODING, a toolkit to debloat pretrained neural network models through the lens of data-free pruning.
no code implementations • 24 Jun 2022 • Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong
For those reasons, there is a high demand for trustworthy and rigorous methods to verify the robustness of neural network models.
1 code implementation • 2 Apr 2022 • Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Jin Song Dong
This may be unrealistic in practice, as the data controllers are often reluctant to provide their model consumers with the original data.