3 papers
stat.ML2025
Mamba time series forecasting with uncertainty quantification
Pedro Pessoa, Paul Campitelli, Douglas P. Shepherd +2
State space models, such as Mamba, have recently garnered attention in time series forecasting due to their ability to capture sequence patterns. However, in electricity consumptio…
cs.CV2024
Re-thinking Richardson-Lucy without Iteration Cutoffs: Physically Motivated Bayesian Deconvolution
Zachary H. Hendrix, Peter T. Brown, Tim Flanagan +3
Richardson-Lucy deconvolution is widely used to restore images from degradation caused by the broadening effects of a point spread function and corruption by photon shot noise, in…
physics.optics2024
Correcting for objective sample refractive index mismatch in extended field of view selective plane illumination microscopy
Steven J. Sheppard, Peter T. Brown, Douglas P. Shepherd
Selective plane illumination microscopy (SPIM) is an optical sectioning imaging approach based on orthogonal light pathways for excitation and detection. The excitation pathway has…