Understanding Self-attention Mechanism via Dynamical System Perspective
Author:
Affiliation:
1. Sun Yat-sen University
2. Northwestern University,USA
3. Guangdong University of Technology
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10376473/10376477/10377872.pdf?arnumber=10377872
Reference69 articles.
1. Numerical Methods for Ordinary Differential Equations
2. CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
3. Neural ordinary differential equations;Chen;Advances in neural information processing systems,2018
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