This valuable study introduces a self-supervised machine learning method to classify C. elegans postures and behaviors directly from video data, offering an alternative to the skeleton-based ...

However, current deep learning-based image reconstruction methods require a large number of voltage-conductivity samples for training. This article proposes a sensitivity-guided unsupervised learning ...

To address this challenge, we propose a contrastive learning-based secure unsupervised domain adaptation framework, which does not require source domain data and can achieve high-precision domain ...