2 papers
cs.LG2026
Latent-Constrained Conditional VAEs for Augmenting Large-Scale Climate Ensembles
Jacquelyn Shelton, Przemyslaw Polewski, Alexander Robel +2
Large climate-model ensembles are computationally expensive; yet many downstream analyses would benefit from additional, statistically consistent realizations of spatiotemporal cli…
cs.CV2024
Segmenting objects with Bayesian fusion of active contour models and convnet priors
Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao +1
Instance segmentation is a core computer vision task with great practical significance. Recent advances, driven by large-scale benchmark datasets, have yielded good general-purpose…