Search Results for author: Vinay Sharma

Found 3 papers, 1 papers with code

Graph Neural Networks for Dynamic Modeling of Roller Bearing

no code implementations19 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.

Strategic Evaluation in Optimizing the Internal Supply Chain Using TOPSIS: Evidence In A Coil Winding Machine Manufacturer

1 code implementation8 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.

Decision Making

Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution

no code implementations30 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.

Image Classification Knowledge Distillation +2

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