Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators

by Yang, Tien-Ju, Sze, Vivienne
Published 2021

NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization

by Yang, Tien-Ju, Liao, Yi-Lun, Sze, Vivienne
Published 2022

A method to estimate the energy consumption of deep neural networks

by Yang, Tien-Ju, Chen, Yu-Hsin, Emer, Joel S, Sze, Vivienne
Published 2021

How to Evaluate Deep Neural Network Processors: TOPS/W (Alone) Considered Harmful

by Sze, Vivienne, Chen, Yu-Hsin, Yang, Tien-Ju, Emer, Joel S
Published 2021

FastDepth: Fast monocular depth estimation on embedded systems

by Wofk, Diana, Ma, Fangchang, Yang, Tien-Ju, Karaman, Sertac, Sze, Vivienne
Published 2020

Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning

Published 2017