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Spotlight Attention: Robust Object-Centric Learning With a Spatial
  Locality Prior

Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior

31 May 2023
Ayush K Chakravarthy
Trang Nguyen
Anirudh Goyal
Yoshua Bengio
Michael C. Mozer
    OCL
ArXivPDFHTML

Papers citing "Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior"

6 / 6 papers shown
Title
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
Can Küçüksözen
Yücel Yemez
OCL
33
0
0
04 May 2025
Unsupervised Dynamics Prediction with Object-Centric Kinematics
Unsupervised Dynamics Prediction with Object-Centric Kinematics
Yeon-Ji Song
Suhyung Choi
Jaein Kim
Jin-Hwa Kim
Byoung-Tak Zhang
28
0
0
29 Apr 2024
Promising or Elusive? Unsupervised Object Segmentation from Real-world
  Single Images
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images
Yafei Yang
Bo Yang
OCL
91
17
0
05 Oct 2022
Object Representations as Fixed Points: Training Iterative Refinement
  Algorithms with Implicit Differentiation
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation
Michael Chang
Thomas L. Griffiths
Sergey Levine
OCL
44
59
0
02 Jul 2022
Coordination Among Neural Modules Through a Shared Global Workspace
Coordination Among Neural Modules Through a Shared Global Workspace
Anirudh Goyal
Aniket Didolkar
Alex Lamb
Kartikeya Badola
Nan Rosemary Ke
Nasim Rahaman
Jonathan Binas
Charles Blundell
Michael C. Mozer
Yoshua Bengio
144
90
0
01 Mar 2021
On the Binding Problem in Artificial Neural Networks
On the Binding Problem in Artificial Neural Networks
Klaus Greff
Sjoerd van Steenkiste
Jürgen Schmidhuber
OCL
224
252
0
09 Dec 2020
1