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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Engelcke, M, Posner, H, Parker Jones, O
التنسيق: Conference item
اللغة:English
منشور في: International Conference on Machine Learning 2020