Look-ups are not (yet) all you need for deep learning inference

12 July 2022

Papers citing "Look-ups are not (yet) all you need for deep learning inference"

3 / 3 papers shown

Title
Extreme Compression of Large Language Models via Additive Quantization Vage Egiazarian Andrei Panferov Denis Kuznedelev Elias Frantar Artem Babenko Dan Alistarh MQ 102 91 0 11 Jan 2024
PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration Ahmed F. AbouElhamayed Angela Cui Javier Fernandez-Marques Nicholas D. Lane Mohamed S. Abdelfattah MQ 29 4 0 25 May 2023
LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup Xiaohu Tang Yang Wang Ting Cao Li Zhang Qi Chen Deng Cai Yunxin Liu Mao Yang 45 16 0 07 Feb 2023