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...

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Bibliographic Details
Main Authors: Engelcke, M, Posner, H, Parker Jones, O
Format: Conference item
Language:English
Published: International Conference on Machine Learning 2020