Search Results for author: Nikolaos Tsagkas

Found 2 papers, 1 papers with code

Inference and Learning for Generative Capsule Models

no code implementations7 Sep 2022 Alfredo Nazabal, Nikolaos Tsagkas, Christopher K. I. Williams

In this paper we specify a generative model for such data, and derive a variational algorithm for inferring the transformation of each model object in a scene, and the assignments of observed parts to the objects.

Inference for Generative Capsule Models

2 code implementations11 Mar 2021 Alfredo Nazabal, Nikolaos Tsagkas, Christopher K. I. Williams

Capsule networks (see e. g. Hinton et al., 2018) aim to encode knowledge and reason about the relationship between an object and its parts.

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