Multiplying Matrices Without Multiplying

21 June 2021

Papers citing "Multiplying Matrices Without Multiplying"

9 / 9 papers shown

Title
LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator Guoyu Li Shengyu Ye Chong Chen Yang Wang Fan Yang Ting Cao Cheng Liu Mohamed M. Sabry Mao Yang MQ 199 0 0 18 Jan 2025
T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge Jianyu Wei Shijie Cao Ting Cao Lingxiao Ma Lei Wang Yanyong Zhang Mao Yang MQ 53 11 0 25 Jun 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 34 4 0 25 May 2023
PECAN: A Product-Quantized Content Addressable Memory Network Jie Ran R. Lin Jason Chun Lok Li Jiajun Zhou Ngai Wong MQ 49 7 0 13 Aug 2022
Look-ups are not (yet) all you need for deep learning inference Calvin McCarter Nicholas Dronen 29 4 0 12 Jul 2022
ARM 4-BIT PQ: SIMD-based Acceleration for Approximate Nearest Neighbor Search on ARM Yasuhiro Matsui Yoshiki Imaizumi Naoya Miyamoto N. Yoshifuji MQ 24 3 0 03 Mar 2022
Memory-Efficient Backpropagation through Large Linear Layers Daniel Bershatsky A. Mikhalev A. Katrutsa Julia Gusak D. Merkulov Ivan Oseledets 24 4 0 31 Jan 2022
Linear algebra with transformers Franccois Charton AIMat 31 56 0 03 Dec 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 191 1,032 0 06 Mar 2020