3 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…
cs.AI2023
AI For Fraud Awareness
Prabh Simran Singh Baweja, Orathai Sangpetch, Akkarit Sangpetch
In today's world, with the rise of numerous social platforms, it has become relatively easy for anyone to spread false information and lure people into traps. Fraudulent schemes an…