5 citations · 8 across the 8 of their papers we have counts for
4 papers · 1 filter
Open-Architecture End-to-End System for Real-World Autonomous Robot Navigation
Venkata Naren Devarakonda, Ali Umut Kaypak, Raktim Gautam Goswami +4
Enabling robots to autonomously navigate unknown, complex, and dynamic real-world environments presents several challenges, including imperfect perception, partial observability, l…
FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training
Raktim Gautam Goswami, Naman Patel, Prashanth Krishnamurthy +1
Map-free LiDAR localization systems accurately localize within known environments by predicting sensor position and orientation directly from raw point clouds, eliminating the need…
SALSA: Swift Adaptive Lightweight Self-Attention for Enhanced LiDAR Place Recognition
Raktim Gautam Goswami, Naman Patel, Prashanth Krishnamurthy +1
Large-scale LiDAR mappings and localization leverage place recognition techniques to mitigate odometry drifts, ensuring accurate mapping. These techniques utilize scene representat…
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring
Hao Fu, Naman Patel, Prashanth Krishnamurthy +1
Detection of out-of-distribution (OOD) samples is crucial for safe real-world deployment of machine learning models. Recent advances in vision language foundation models have made…