no code implementations • 24 Oct 2023 • Alexander Jenkins, Zehua Chen, Fu Siong Ng, Danilo Mandic
In this work, to improve the imputation and forecasting accuracy for ECG with probabilistic models, we present a template-guided denoising diffusion probabilistic model (DDPM), PulseDiff, which is conditioned on an informative prior for a range of health conditions.
no code implementations • 12 Jan 2023 • Alexander Jenkins, Imad Jaimoukha, Ljubisa Stankovic, Danilo Mandic
Forming the right combination of students in a group promises to enable a powerful and effective environment for learning and collaboration.