no code implementations • 12 Dec 2020 • Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek, Savitha Ramasamy, ArulMurugan Ambikapathi
Deep neural networks have shown promise in several domains, and the learned data (task) specific information is implicitly stored in the network parameters.
no code implementations • 4 Jun 2020 • Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua
Automated heart sounds classification is a much-required diagnostic tool in the view of increasing incidences of heart related diseases worldwide.
no code implementations • 16 Apr 2020 • Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, ArulMurugan Ambikapathi
Utilization of classification latent space information for downstream reconstruction and generation is an intriguing and a relatively unexplored area.