Generative Uncertainty in Diffusion ModelsConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
Preventing Model Collapse in Gaussian Process Latent Variable ModelsInternational Conference on Machine Learning (ICML), 2024 |
PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation
Detection via Attention-based Deep State-Space ModelingAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023 |
One-Line-of-Code Data Mollification Improves Optimization of
Likelihood-based Generative ModelsNeural Information Processing Systems (NeurIPS), 2023 |