Simple unsupervised object-centric learning for complex and naturalistic videos
Unsupervised object-centric learning aims to represent the modular, compositional, and
causal structure of a scene as a set of object representations and thereby promises to …
causal structure of a scene as a set of object representations and thereby promises to …
Neural systematic binder
The key to high-level cognition is believed to be the ability to systematically manipulate and
compose knowledge pieces. While token-like structured knowledge representations are …
compose knowledge pieces. While token-like structured knowledge representations are …
Roots: Object-centric representation and rendering of 3d scenes
A crucial ability of human intelligence is to build up models of individual 3D objects from
partial scene observations. Recent works either achieve object-centric generation but …
partial scene observations. Recent works either achieve object-centric generation but …
Parallelized Spatiotemporal Slot Binding for Videos
While modern best practices advocate for scalable architectures that support long-range
interactions, object-centric models are yet to fully embrace these architectures. In particular …
interactions, object-centric models are yet to fully embrace these architectures. In particular …
Parallelized Spatiotemporal Binding
While modern best practices advocate for scalable architectures that support long-range
interactions, object-centric models are yet to fully embrace these architectures. In particular …
interactions, object-centric models are yet to fully embrace these architectures. In particular …
[BUCH][B] Learning Object-Oriented Models of the Visual World
E Crawford - 2021 - search.proquest.com
Abstract Objects are a central abstraction in human mental life. Indeed, developmental
psychology tells us that humans and many animals have modular, developmentally …
psychology tells us that humans and many animals have modular, developmentally …