2 papers
cs.LG2024
Solving Functional Optimization with Deep Networks and Variational Principles
Kawisorn Kamtue, Jose M. F. Moura, Orathai Sangpetch
Can neural networks solve math problems using first a principle alone? This paper shows how to leverage the fundamental theorem of the calculus of variations to design deep neural…
cs.CV2023
PhyOT: Physics-informed object tracking in surveillance cameras
Kawisorn Kamtue, Jose M. F. Moura, Orathai Sangpetch +1
While deep learning has been very successful in computer vision, real world operating conditions such as lighting variation, background clutter, or occlusion hinder its accuracy ac…