2 papers
cs.CV2026
PillarDETR: YOLO-Backbone and RT-DETR Head for Real-Time 3D Object Detection
Smit Kadvani, Shriya Gumber, Kriti Faujdar +1
Real-time 3D object detection is a critical component for the safe operation of autonomous driving systems and robotics. While LiDAR point clouds provide accurate spatial informati…
cond-mat.mtrl-sci2026
Going beyond density functional theory accuracy: Leveraging experimental data to refine pre-trained machine learning interatomic potentials
Shriya Gumber, Lorena Alzate-Vargas, Benjamin T. Nebgen +4
Machine learning interatomic potentials (MLIPs) are inherently limited by the accuracy of the training data, usually consisting of energies and forces obtained from quantum mechani…