2 papers
cs.CV2024
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs
Fang Chen, Gourav Datta, Mujahid Al Rafi +2
The expansion of neural network sizes and the enhanced resolution of modern image sensors result in heightened memory and power demands to process modern computer vision models. In…
cs.CR2022
Revealing Secrets From Pre-trained Models
Mujahid Al Rafi, Yuan Feng, Hyeran Jeon
With the growing burden of training deep learning models with large data sets, transfer-learning has been widely adopted in many emerging deep learning algorithms. Transformer mode…