Reconstruction bottlenecks in object-centric generative models

A range of methods with suitable inductive biases exist to learn interpretable object-centric representations of images without supervision. However, these are largely restricted to visually simple images; robust object discovery in real-world sensory datasets remains elusive. To increase the unders...

Descrizione completa

Dettagli Bibliografici
Autori principali: Engelcke, M, Posner, H, Parker Jones, O
Natura: Conference item
Lingua:English
Pubblicazione: International Conference on Machine Learning 2020