Towards Adaptive Deep Learning: Model Elasticity via Prune-and-Grow CNN Architectures

Pooja Mangal, Sudaksh Kalra, Dolly Sapra

Deploying deep convolutional neural networks (CNNs) on resource-constrained devices presents significant challenges due to their high computational demands and rigid, static archit…