Search Results for author: Junhyuck Kim

Found 2 papers, 2 papers with code

Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries

1 code implementation • 12 Dec 2024 • Junhyuck Kim, Jongho Park, Jaewoong Cho, Dimitris Papailiopoulos

We introduce Lexico, a novel KV cache compression method that leverages sparse coding with a universal dictionary.

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Translation Equivariant Transformer Neural Processes

1 code implementation • 18 Jun 2024 • Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner

Notably, the posterior prediction maps for data that are stationary -- a common assumption in spatio-temporal modelling -- exhibit translation equivariance.

Translation

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