On-device AI: Quantization-aware Training of Transformers in Time-Series

29 August 2024

Papers citing "On-device AI: Quantization-aware Training of Transformers in Time-Series"

4 / 4 papers shown

Title
Enhancing Energy-efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs Chao Qian Tianheng Ling Gregor Schiele 29 14 0 04 Oct 2023
A White Paper on Neural Network Quantization Markus Nagel Marios Fournarakis Rana Ali Amjad Yelysei Bondarenko M. V. Baalen Tijmen Blankevoort MQ 67 539 0 15 Jun 2021
Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case Neo Wu Bradley Green X. Ben S. O’Banion AI4TS 60 454 0 23 Jan 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 665 131,414 0 12 Jun 2017