54 citations · 79 across the 11 of their papers we have counts for
4 papers · 1 filter
Hypernuclear event detection in the nuclear emulsion with Monte Carlo simulation and machine learning
A. Kasagi, W. Dou, V. Drozd +18
This study developed a novel method for detecting hypernuclear events recorded in nuclear emulsion sheets using machine learning techniques. The artificial neural network-based obj…
iMixer: hierarchical Hopfield network implies an invertible, implicit and iterative MLP-Mixer
Toshihiro Ota, Masato Taki
In the last few years, the success of Transformers in computer vision has stimulated the discovery of many alternative models that compete with Transformers, such as the MLP-Mixer.…
FFT-based Dynamic Token Mixer for Vision
Yuki Tatsunami, Masato Taki
Multi-head-self-attention (MHSA)-equipped models have achieved notable performance in computer vision. Their computational complexity is proportional to quadratic numbers of pixels…
Example-Based Explainable AI and its Application for Remote Sensing Image Classification
Shin-nosuke Ishikawa, Masato Todo, Masato Taki +5
We present a method of explainable artificial intelligence (XAI), "What I Know (WIK)", to provide additional information to verify the reliability of a deep learning model by showi…