2 papers
cs.LG2024
I-SplitEE: Image classification in Split Computing DNNs with Early Exits
Divya Jyoti Bajpai, Aastha Jaiswal, Manjesh Kumar Hanawal
The recent advances in Deep Neural Networks (DNNs) stem from their exceptional performance across various domains. However, their inherent large size hinders deploying these networ…
cs.LG2023
SplitEE: Early Exit in Deep Neural Networks with Split Computing
Divya J. Bajpai, Vivek K. Trivedi, Sohan L. Yadav +1
Deep Neural Networks (DNNs) have drawn attention because of their outstanding performance on various tasks. However, deploying full-fledged DNNs in resource-constrained devices (ed…