TransConv-DDPM: Time-Series Data Generation With Diffusion
Published in IEEE PULSE, 2025
This article provides an accessible overview of TransConv-DDPM, a diffusion framework tailored for generating complex physiological signals. The work bridges the gap between machine learning theory and healthcare data synthesis, demonstrating its application in fall detection and activity monitoring.
Recommended citation: Kabir, Md Shahriar, and Anne H. H. Ngu. (2025). "TransConv-DDPM: Time-Series Data Generation With Diffusion." IEEE PULSE, 16(1):29–31.
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