42 citations · 67 across the 11 of their papers we have counts for
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cs.LG2024
Active Diffusion Subsampling
Oisin Nolan, Tristan S. W. Stevens, Wessel L. van Nierop +1
Subsampling is commonly used to mitigate costs associated with data acquisition, such as time or energy requirements, motivating the development of algorithms for estimating the fu…
cs.LG2023★ 9 cited
Removing Structured Noise with Diffusion Models
Tristan S. W. Stevens, Hans van Gorp, Faik C. Meral +4
Solving ill-posed inverse problems requires careful formulation of prior beliefs over the signals of interest and an accurate description of their manifestation into noisy measurem…