3 papers
cs.LG2025
Contrastive Learning for Semi-Supervised Deep Regression with Generalized Ordinal Rankings from Spectral Seriation
Ce Wang, Weihang Dai, Hanru Bai +1
Contrastive learning methods enforce label distance relationships in feature space to improve representation capability for regression models. However, these methods highly depend…
q-bio.BM2025
A Survey of Deep Learning Methods in Protein Bioinformatics and its Impact on Protein Design
Weihang Dai
Proteins are sequences of amino acids that serve as the basic building blocks of living organisms. Despite rapidly growing databases documenting structural and functional informati…
cs.CV2024
Teach CLIP to Develop a Number Sense for Ordinal Regression
Yao Du, Qiang Zhai, Weihang Dai +1
Ordinal regression is a fundamental problem within the field of computer vision, with customised well-trained models on specific tasks. While pre-trained vision-language models (VL…