3.5 Channel-Temporal Mixer MLP (CT-MLP) layer Following the dynamic attention mechanism, the CT-MLP layer is designed to capture intricate dependencies be- tween different channels (features) and time steps in the multivariate time series data. Initially, the output from the dynamic attention ...
The first model based solely on attention is ViT [15], while [16] introduces MLP Mixer. To the best of our knowledge, this is the first time that ViT and MLP Mixer are implemented on the task of artistic style classification. Table 1. Artwork style recognition based on DL methods. 3...
The first model based solely on attention is ViT [15], while [16] introduces MLP Mixer. To the best of our knowledge, this is the first time that ViT and MLP Mixer are implemented on the task of artistic style classification. Table 1. Artwork style recognition based on DL methods. 3...
information Article MLP-Mixer-Autoencoder: A Lightweight Ensemble Architecture for Malware Classification Tuan Van Dao ∗ , Hiroshi Sato and Masao Kubo Department of Computer Science, National Defense Academy of Japan, Yokosuka 239-8686, Japan * Correspondence: tuan2011nda@gmail.com Abstract: ...
Malware classification; MLP-mixer; autoencoder; information security1. Introduction In recent years, malware has become a significant threat to security in cyberspace. New variants of malware are constantly appearing to challenge antivirus companies. More dangerous, several attackers and organizations have...
technologies Article Artwork Style Recognition Using Vision Transformers and MLP Mixer Lazaros Alexios Iliadis 1 , Spyridon Nikolaidis 1 , Panagiotis Sarigiannidis 2 and Shaohua Wan 3 and Sotirios K. Goudos 1,* 1 ELEDIA@AUTH, School of Physics, Aristotle University of Thessaloniki, 541 24 ...