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Learning with Capsules: A Survey

Learning with Capsules: A Survey

6 June 2022
Fabio De Sousa Ribeiro
Kevin Duarte
Miles Everett
Georgios Leontidis
M. Shah
    3DPC
    MedIm
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Papers citing "Learning with Capsules: A Survey"

17 / 17 papers shown
Title
Identifiable Object-Centric Representation Learning via Probabilistic
  Slot Attention
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
Avinash Kori
Francesco Locatello
Ainkaran Santhirasekaram
Francesca Toni
Ben Glocker
Fabio De Sousa Ribeiro
OCL
45
1
0
11 Jun 2024
Capsule Network Projectors are Equivariant and Invariant Learners
Capsule Network Projectors are Equivariant and Invariant Learners
Miles Everett
A. Durrant
Mingjun Zhong
Georgios Leontidis
SSL
3DPC
47
2
0
23 May 2024
ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method
ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method
Miles Everett
Mingjun Zhong
Georgios Leontidis
30
4
0
19 Jul 2023
Vanishing Activations: A Symptom of Deep Capsule Networks
Vanishing Activations: A Symptom of Deep Capsule Networks
Miles Everett
Mingjun Zhong
Georgios Leontidis
3DPC
MedIm
19
3
0
13 May 2023
Structured Generative Models for Scene Understanding
Structured Generative Models for Scene Understanding
Christopher K. I. Williams
OCL
3DV
19
3
0
07 Feb 2023
Disentangled Representation Learning
Disentangled Representation Learning
Xin Wang
Hong Chen
Siao Tang
Zihao Wu
Wenwu Zhu
DRL
35
78
0
21 Nov 2022
LLEDA -- Lifelong Self-Supervised Domain Adaptation
LLEDA -- Lifelong Self-Supervised Domain Adaptation
Mamatha Thota
Dewei Yi
Georgios Leontidis
CLL
63
7
0
12 Nov 2022
Inference and Learning for Generative Capsule Models
Inference and Learning for Generative Capsule Models
A. Nazábal
Nikolaos Tsagkas
Christopher K. I. Williams
OCL
GAN
24
3
0
07 Sep 2022
Localizing Load-Altering Attacks Against Power Grids Using Deep Capsule
  Nets
Localizing Load-Altering Attacks Against Power Grids Using Deep Capsule Nets
Hamidreza Jahangir
Subhash Lakshminarayana
Carsten Maple
23
2
0
06 Sep 2022
Unsupervised Motion Representation Learning with Capsule Autoencoders
Unsupervised Motion Representation Learning with Capsule Autoencoders
Ziwei Xu
Xudong Shen
Yongkang Wong
Mohan S. Kankanhalli
38
20
0
01 Oct 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers
Visual Parser: Representing Part-whole Hierarchies with Transformers
Shuyang Sun
Xiaoyu Yue
S. Bai
Philip H. S. Torr
50
27
0
13 Jul 2021
Deformable Capsules for Object Detection
Deformable Capsules for Object Detection
Rodney LaLonde
Naji Khosravan
Ulas Bagci
18
3
0
11 Apr 2021
Zero-Shot Text-to-Image Generation
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
255
4,781
0
24 Feb 2021
Centroid Transformers: Learning to Abstract with Attention
Centroid Transformers: Learning to Abstract with Attention
Lemeng Wu
Xingchao Liu
Qiang Liu
3DPC
61
28
0
17 Feb 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
254
0
09 Dec 2020
Efficient Content-Based Sparse Attention with Routing Transformers
Efficient Content-Based Sparse Attention with Routing Transformers
Aurko Roy
M. Saffar
Ashish Vaswani
David Grangier
MoE
243
580
0
12 Mar 2020
Geometric deep learning: going beyond Euclidean data
Geometric deep learning: going beyond Euclidean data
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
259
3,239
0
24 Nov 2016
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