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05/12/2023
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
Deep learning-based recommendation systems (e.g., DLRMs) are widely used...
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09/20/2022
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing
Hyperdimensional computing (HDC) is a paradigm for data representation a...
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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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06/14/2021