2 papers
cs.CV2023
Protective Self-Adaptive Pruning to Better Compress DNNs
Liang Li, Pengfei Zhao
Adaptive network pruning approach has recently drawn significant attention due to its excellent capability to identify the importance and redundancy of layers and filters and custo…
cs.CV2022
NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing
Dongning Ma, Pengfei Zhao, Xun Jiao
Neural Architecture Search (NAS) is an automated architecture engineering method for deep learning design automation, which serves as an alternative to the manual and error-prone p…