2 papers
physics.optics2025
LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search
Amin Shafiee, Febin Sunny, Sudeep Pasricha +1
We demonstrate a novel coherent photonic neural network using tunable phase-change-material-based couplers and neural architecture search. Compared to the MZI-based Clements networ…
cs.CV2025
UPAQ: A Framework for Real-Time and Energy-Efficient 3D Object Detection in Autonomous Vehicles
Abhishek Balasubramaniam, Febin P Sunny, Sudeep Pasricha
To enhance perception in autonomous vehicles (AVs), recent efforts are concentrating on 3D object detectors, which deliver more comprehensive predictions than traditional 2D object…