Akihiro Nakano

Interaction-Based Disentanglement of Entities for Object-Centric World Models

Perceiving the world compositionally in terms of space and time is essential to understanding object dynamics and solving downstream tasks. Object-centric learning using generative models has improved in its ability to learn distinct representations of individual objects and predict their interactio…