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07/07/2023
Distilled Pruning: Using Synthetic Data to Win the Lottery
This work introduces a novel approach to pruning deep learning models by...
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05/19/2022
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities
Recent advances in Neural Architecture Search (NAS) such as one-shot NAS...
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02/25/2022
A Hardware-Aware System for Accelerating Deep Neural Network Optimization
Recent advances in Neural Architecture Search (NAS) which extract specia...
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02/25/2022
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms
Neural architecture search (NAS), the study of automating the discovery ...
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04/06/2021