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05/30/2023
Rank-adaptive spectral pruning of convolutional layers during training
The computing cost and memory demand of deep learning pipelines have gro...
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05/26/2022
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Neural networks have achieved tremendous success in a large variety of a...
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05/12/2022
KiT-RT: An extendable framework for radiative transfer and therapy
In this paper we present KiT-RT (Kinetic Transport Solver for Radiation ...
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01/25/2022
Neural network-based, structure-preserving entropy closures for the Boltzmann moment system
This work presents neural network based minimal entropy closures for the...
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06/17/2021