no code implementations • 19 Sep 2023 • Vinay Sharma, Jens Ravesloot, Cees Taal, Olga Fink
Through this approach, we demonstrate the effectiveness of the GNN-based method in accurately predicting the dynamics of rolling element bearings, highlighting its potential for real-time health monitoring of rotating machinery.
1 code implementation • 8 Jul 2020 • Dilip U Shenoy, Vinay Sharma, Shiva HC Prasad
Accordingly, ranking these factors to get the critical dimensions of supply chain performance in the manufacturing industry.
no code implementations • 30 Jun 2020 • Hadi Pouransari, Mojan Javaheripi, Vinay Sharma, Oncel Tuzel
We propose extracurricular learning, a novel knowledge distillation method, that bridges this gap by (1) modeling student and teacher output distributions; (2) sampling examples from an approximation to the underlying data distribution; and (3) matching student and teacher output distributions over this extended set including uncertain samples.