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08/18/2023
Scope is all you need: Transforming LLMs for HPC Code
With easier access to powerful compute resources, there is a growing tre...
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04/07/2023
Similarity search in the blink of an eye with compressed indices
Nowadays, data is represented by vectors. Retrieving those vectors, amon...
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05/13/2022
Toward a Geometrical Understanding of Self-supervised Contrastive Learning
Self-supervised learning (SSL) is currently one of the premier technique...
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06/08/2020
Procrustean Orthogonal Sparse Hashing
Hashing is one of the most popular methods for similarity search because...
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09/20/2019
NeuroVectorizer: End-to-End Vectorization with Deep Reinforcement Learning
One of the key challenges arising when compilers vectorize loops for tod...
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08/04/2019
Deep Reinforcement Learning in System Optimization
The recent advancements in deep reinforcement learning have opened new h...
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11/02/2018