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Denis Kleyko

Shammie

Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks

Apr 29, 2024
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Computing with Residue Numbers in High-Dimensional Representation

Nov 08, 2023
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Efficient Decoding of Compositional Structure in Holistic Representations

May 26, 2023
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Efficient Optimization with Higher-Order Ising Machines

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Dec 07, 2022
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Computing with Hypervectors for Efficient Speaker Identification

Aug 28, 2022
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

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Jun 10, 2022
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Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks

Mar 11, 2022
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Integer Factorization with Compositional Distributed Representations

Mar 02, 2022
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Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences

Jan 27, 2022
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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

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Dec 06, 2021
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