3 papers
cs.AI2026
Large Models for Small Devices: Recent Advances and Empirical Analysis of Edge AI Deployment
Subhransu Das, Jiaming Cheng, Arnav Kumar +6
Running large AI models on resource-constrained edge devices requires model compression to reduce model size and computation. What compresses well, however, need not deploy well. W…
cs.CV2025
Vision Transformer Based User Equipment Positioning
Parshwa Shah, Dhaval K. Patel, Brijesh Soni +2
Recently, Deep Learning (DL) techniques have been used for User Equipment (UE) positioning. However, the key shortcomings of such models is that: i) they weigh the same attention t…
cs.NI2025
Optimizing Multi-UAV 3D Deployment for Energy-Efficient Sensing over Uneven Terrains
Rushi Moliya, Dhaval K. Patel, Brijesh Soni +1
In this work, we consider a multi-unmanned aerial vehicle (UAV) cooperative sensing system where UAVs are deployed to sense multiple targets in terrain-aware line of sight (LoS) co…