K.-H. Chiam

ConstrastivePose: A contrastive learning approach for self-supervised feature engineering for pose estimation and behavorial classification of interacting animals

This paper introduces ConstrastivePose, a contrastive learning method for self-supervised feature engineering in pose estimation and behavioral classification of interacting animals, showing improved performance over handcrafted features.

High-throughput 3D tracking reveals the importance of near wall swimming and initial attachment behaviors of P. aeruginosa for biofilm formation on a vertical wall

This study uses light sheet microscopy to analyze near wall swimming behavior of P. aeruginosa and its mutants, revealing how these behaviors influence initial attachment and biofilm formation on vertical surfaces.