2 papers
cs.CV2026
Noise-Robust Conditional Flow Matching: Generating Clean Samples from Noisy Datasets
Adrian UrbaÅski, Adrian Urbański, Gabriel della Maggiora +1
Generative models learn the statistical properties of their training data, so high-quality generation depends on clean and representative datasets. In scientific imaging, acquisiti…
eess.IV2024
Single Exposure Quantitative Phase Imaging with a Conventional Microscope using Diffusion Models
Gabriel della Maggiora, Luis Alberto Croquevielle, Harry Horsley +2
Phase imaging is gaining importance due to its applications in fields like biomedical imaging and material characterization. In biomedical applications, it can provide quantitative…