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cs.CV2025
SynDaCaTE: A Synthetic Dataset For Evaluating Part-Whole Hierarchical Inference
Jake Levi, Mark van der Wilk
Learning to infer object representations, and in particular part-whole hierarchies, has been the focus of extensive research in computer vision, in pursuit of improving data effici…
cs.CV2020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty
Miguel Monteiro, Loïc Le Folgoc, Daniel Coelho de Castro +5
In image segmentation, there is often more than one plausible solution for a given input. In medical imaging, for example, experts will often disagree about the exact location of o…