Learning with Capsules: A Survey

Learning with Capsules: A Survey

6 June 2022

Fabio De Sousa Ribeiro

Georgios Leontidis

Papers citing "Learning with Capsules: A Survey"

17 / 17 papers shown

Title
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 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 Miles Everett Mingjun Zhong Georgios Leontidis 30 4 0 19 Jul 2023
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 Christopher K. I. Williams OCL 3DV 19 3 0 07 Feb 2023
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 Mamatha Thota Dewei Yi Georgios Leontidis CLL 63 7 0 12 Nov 2022
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 Hamidreza Jahangir Subhash Lakshminarayana Carsten Maple 23 2 0 06 Sep 2022
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 Shuyang Sun Xiaoyu Yue S. Bai Philip H. S. Torr 50 27 0 13 Jul 2021
Deformable Capsules for Object Detection Rodney LaLonde Naji Khosravan Ulas Bagci 18 3 0 11 Apr 2021
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 Lemeng Wu Xingchao Liu Qiang Liu 3DPC 61 28 0 17 Feb 2021
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 Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 243 580 0 12 Mar 2020
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