Search Results for author: Janghyuk Choi

Found 2 papers, 1 papers with code

Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning

no code implementations13 Oct 2023 Jinwoo Kim, Janghyuk Choi, Jaehyun Kang, Changyeon Lee, Ho-Jin Choi, Seon Joo Kim

The binding problem in artificial neural networks is actively explored with the goal of achieving human-level recognition skills through the comprehension of the world in terms of symbol-like entities.

Image Augmentation Object

Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning

1 code implementation CVPR 2023 Jinwoo Kim, Janghyuk Choi, Ho-Jin Choi, Seon Joo Kim

Object-centric learning (OCL) aspires general and compositional understanding of scenes by representing a scene as a collection of object-centric representations.

Object

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