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

5 / 5 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
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
25
1
0
20 Jan 2024
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
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
Effective Approaches to Attention-based Neural Machine Translation
Effective Approaches to Attention-based Neural Machine Translation
Thang Luong
Hieu H. Pham
Christopher D. Manning
214
7,687
0
17 Aug 2015
1