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06/04/2023
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
Many hardware-aware neural architecture search (NAS) methods have been d...
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09/15/2022
EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring
Neural Architecture Search (NAS) has significantly improved productivity...
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12/20/2021
Enabling NAS with Automated Super-Network Generation
Recent Neural Architecture Search (NAS) solutions have produced impressi...
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06/17/2021
RHNAS: Realizable Hardware and Neural Architecture Search
The rapidly evolving field of Artificial Intelligence necessitates autom...
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04/10/2020
Exposing Hardware Building Blocks to Machine Learning Frameworks
There are a plethora of applications that demand high throughput and low...
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04/06/2020
LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications
Deployment of deep neural networks for applications that require very hi...
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05/26/2019