most citedEnabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2020★ 3 cited

Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning

Yawen Wu, Zhepeng Wang, Yiyu Shi +1

This work aims to enable on-device training of convolutional neural networks (CNNs) by reducing the computation cost at training time. CNN models are usually trained on high-perfor…

cs.LG2020

Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices

Yawen Wu, Zhepeng Wang, Zhenge Jia +2

This work aims to enable persistent, event-driven sensing and decision capabilities for energy-harvesting (EH)-powered devices by deploying lightweight DNNs onto EH-powered devices…