2 papers
eess.IV2024
MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI
Vivek Kumar Trivedi, Bheeshm Sharma, P. Balamurugan
Detecting anomalies in brain MRI scans using supervised deep learning methods presents challenges due to anatomical diversity and labor-intensive requirement of pixel-level annotat…
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…