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Sensitivity of Slot-Based Object-Centric Models to their Number of Slots

Sensitivity of Slot-Based Object-Centric Models to their Number of Slots

30 May 2023
Roland S. Zimmermann
Sjoerd van Steenkiste
Mehdi S. M. Sajjadi
Thomas Kipf
Klaus Greff
    OCL
ArXiv (abs)PDFHTML

Papers citing "Sensitivity of Slot-Based Object-Centric Models to their Number of Slots"

4 / 4 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
169
0
0
04 May 2025
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention
  and Object-wise Sequential VAE
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE
Haonan Yu
Wei Xu
ViT
78
1
0
20 Jan 2024
Benchmarking and Analysis of Unsupervised Object Segmentation from
  Real-world Single Images
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images
Yafei Yang
Bo Yang
OCL
74
4
0
08 Dec 2023
Systematic Visual Reasoning through Object-Centric Relational
  Abstraction
Systematic Visual Reasoning through Object-Centric Relational Abstraction
Taylor Webb
S. S. Mondal
Jonathan D. Cohen
OCL
104
26
0
04 Jun 2023
1