MCUFormer: Deploying Vision Transformers on Microcontrollers with
Limited Memory

MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory

25 October 2023

Jie Zhou

Papers citing "MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory"

7 / 7 papers shown

Title
Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation Francisco Giral Ignacio Gómez Ricardo Vinuesa S. L. Clainche 45 2 0 05 Nov 2024
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices Jianlei Yang Jiacheng Liao Fanding Lei Meichen Liu Junyi Chen Lingkun Long Han Wan Bei Yu Weisheng Zhao MoE 35 2 0 03 Nov 2023
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action Dhruv Shah B. Osinski Brian Ichter Sergey Levine LM&Ro 158 439 0 10 Jul 2022
Vision-Only Robot Navigation in a Neural Radiance World M. Adamkiewicz Timothy Chen Adam Caccavale Rachel Gardner Preston Culbertson Jeannette Bohg Mac Schwager 169 230 0 01 Oct 2021
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing Boyu Chen Peixia Li Baopu Li Chuming Li Lei Bai Chen Lin Ming Sun Junjie Yan Wanli Ouyang ViT 73 33 0 07 Aug 2021
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 107 344 0 05 Jan 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,330 0 05 Nov 2016