Molecular Generative Adversarial Network with Multi-Property Optimization

no code implementations • 29 Mar 2024 • Huidong Tang, Chen Li, Sayaka Kamei, Yoshihiro Yamanishi, Yasuhiko Morimoto

Deep generative models, such as generative adversarial networks (GANs), have been employed for $de~novo$ molecular generation in drug discovery.

Drug Discovery Generative Adversarial Network +1

A Visual Interpretation-Based Self-Improved Classification System Using Virtual Adversarial Training

no code implementations • 3 Sep 2023 • Shuai Jiang, Sayaka Kamei, Chen Li, Shengzhe Hou, Yasuhiko Morimoto

The successful application of large pre-trained models such as BERT in natural language processing has attracted more attention from researchers.

Classification Sentiment Analysis +1