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.LG2019
Lukthung Classification Using Neural Networks on Lyrics and Audios
Kawisorn Kamtue, Kasina Euchukanonchai, Dittaya Wanvarie +1
Music genre classification is a widely researched topic in music information retrieval (MIR). Being able to automatically tag genres will benefit music streaming service providers…