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Lisa Bedin

2 accepted papers

2025

Variational Diffusion Posterior Sampling with Midpoint Guidance

ICLR 2025oral

Diffusion models have recently shown considerable potential in solving Bayesian inverse problems when used as priors. However, sampling from the resulting denoising posterior distributions remains a challenge as it involves intractable terms. To tackle this issue, state-of-the-art approaches formula…

2024

Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals

NeurIPS 2024poster

Electrocardiogram (ECG) signals provide essential information about the heart's condition and are widely used for diagnosing cardiovascular diseases. The morphology of a single heartbeat over the available leads is a primary biosignal for monitoring cardiac conditions. However, analyzing heartbeat m…

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