COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks

1 code implementation • 24 Dec 2022 • Md. Ismail Hossain, Mohammed Rakib, M. M. Lutfe Elahi, Nabeel Mohammed, Shafin Rahman

This research aims to generate winning lottery tickets from a set of lottery tickets that can achieve similar accuracy to the original unpruned network.

Dynamic Rectification Knowledge Distillation

1 code implementation • 27 Jan 2022 • Fahad Rahman Amik, Ahnaf Ismat Tasin, Silvia Ahmed, M. M. Lutfe Elahi, Nabeel Mohammed

This approach of distilling knowledge has gained popularity as a result of the prohibitively complicated nature of such cumbersome models for deployment on edge computing devices.

Edge-computing Knowledge Distillation +1