3 papers
cs.LG2026
Extending Tabular Denoising Diffusion Probabilistic Models for Time-Series Data Generation
Umang Dobhal, Christina Garcia, Sozo Inoue
Diffusion models are increasingly being utilised to create synthetic tabular and time series data for privacy-preserving augmentation. Tabular Denoising Diffusion Probabilistic Mod…
cs.AI2026
A Unified XAI-LLM Approach for EndotrachealSuctioning Activity Recognition
Hoang Khang Phan, Quang Vinh Dang, Noriyo Colley +2
Endotracheal suctioning (ES) is an invasive yet essential clinical procedure that requires a high degree of skill to minimize patient risk - particularly in home care and education…
cs.CV2026
Summary of the Unusual Activity Recognition Challenge for Developmental Disability Support
Christina Garcia, Nhat Tan Le, Taihei Fujioka +4
This paper presents an overview of the Recognize the Unseen: Unusual Behavior Recognition from Pose Data Challenge, hosted at ISAS 2025. The challenge aims to address the critical…