Search Results for author: Samuele Papa

Found 2 papers, 1 papers with code

Inductive Biases for Object-Centric Representations in the Presence of Complex Textures

no code implementations18 Apr 2022 Samuele Papa, Ole Winther, Andrea Dittadi

Understanding which inductive biases could be helpful for the unsupervised learning of object-centric representations of natural scenes is challenging.

Style Transfer

Generalization and Robustness Implications in Object-Centric Learning

1 code implementation1 Jul 2021 Andrea Dittadi, Samuele Papa, Michele De Vita, Bernhard Schölkopf, Ole Winther, Francesco Locatello

The idea behind object-centric representation learning is that natural scenes can better be modeled as compositions of objects and their relations as opposed to distributed representations.

Inductive Bias Representation Learning +1

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