Search Results for author: Mrinal Mathur

Found 4 papers, 0 papers with code

DynaLay: An Introspective Approach to Dynamic Layer Selection for Deep Networks

no code implementations20 Dec 2023 Mrinal Mathur, Sergey Plis

Deep learning models have become increasingly computationally intensive, requiring extensive computational resources and time for both training and inference.

Decision Making

Pipeline-Invariant Representation Learning for Neuroimaging

no code implementations27 Aug 2022 Xinhui Li, Alex Fedorov, Mrinal Mathur, Anees Abrol, Gregory Kiar, Sergey Plis, Vince Calhoun

We next propose two pipeline-invariant representation learning methodologies, MPSL and PXL, to improve robustness in classification performance and to capture similar neural network representations.

Representation Learning

Routing and Placement of Macros using Deep Reinforcement Learning

no code implementations19 May 2022 Mrinal Mathur

Chip placement has been one of the most time consuming task in any semi conductor area, Due to this negligence, many projects are pushed and chips availability in real markets get delayed.

reinforcement-learning Reinforcement Learning (RL)

Real Time Multi-Object Detection for Helmet Safety

no code implementations19 May 2022 Mrinal Mathur, Archana Benkkallpalli Chandrashekhar, Venkata Krishna Chaithanya Nuthalapati

The National Football League and Amazon Web Services teamed up to develop the best sports injury surveillance and mitigation program via the Kaggle competition.

Object object-detection +1

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