3 papers
cs.CL2024
How to Train Text Summarization Model with Weak Supervisions
Yanbo Wang, Wenyu Chen, Shimin Shan
Currently, machine learning techniques have seen significant success across various applications. Most of these techniques rely on supervision from human-generated labels or a mixt…
cs.LG2024
Accelerated Markov Chain Monte Carlo Using Adaptive Weighting Scheme
Yanbo Wang, Wenyu Chen, Shimin Shan
Gibbs sampling is one of the most commonly used Markov Chain Monte Carlo (MCMC) algorithms due to its simplicity and efficiency. It cycles through the latent variables, sampling ea…
cs.LG2024
AntibodyFlow: Normalizing Flow Model for Designing Antibody Complementarity-Determining Regions
Bohao Xu, Yanbo Wang, Wenyu Chen +1
Therapeutic antibodies have been extensively studied in drug discovery and development in the past decades. Antibodies are specialized protective proteins that bind to antigens in…