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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

Roland S. Zimmermann
Sjoerd van Steenkiste
Mehdi S. M. Sajjadi
Thomas Kipf
Klaus Greff
    OCL
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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

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