2 papers
cs.CV2025
Data Augmentation for NeRFs in the Low Data Limit
Ayush Gaggar, Todd D. Murphey
Current methods based on Neural Radiance Fields fail in the low data limit, particularly when training on incomplete scene data. Prior works augment training data only in next-best…
cs.RO2025
Fast Ergodic Search with Kernel Functions
Max Muchen Sun, Ayush Gaggar, Peter Trautman +1
Ergodic search enables optimal exploration of an information distribution while guaranteeing the asymptotic coverage of the search space. However, current methods typically have ex…