2 papers
cs.CV2023
SoccerKDNet: A Knowledge Distillation Framework for Action Recognition in Soccer Videos
Sarosij Bose, Saikat Sarkar, Amlan Chakrabarti
Classifying player actions from soccer videos is a challenging problem, which has become increasingly important in sports analytics over the years. Most state-of-the-art methods em…
cs.LG2022
Lipschitz Bound Analysis of Neural Networks
Sarosij Bose
Lipschitz Bound Estimation is an effective method of regularizing deep neural networks to make them robust against adversarial attacks. This is useful in a variety of applications…