ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method

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ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method

19 July 2023

Georgios Leontidis

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Papers citing "ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method"

12 / 12 papers shown

Title
Vanishing Activations: A Symptom of Deep Capsule Networks Miles Everett Mingjun Zhong Georgios Leontidis 3DPC MedIm 90 3 0 13 May 2023
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption Matthias Mitterreiter Marcel Koch Joachim Giesen Soren Laue 3DPC MedIm 62 13 0 04 Jan 2023
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 81 19 0 06 Jun 2022
Routing with Self-Attention for Multimodal Capsule Networks Kevin Duarte Brian Chen Nina Shvetsova Andrew Rouditchenko Samuel Thomas Alexander H. Liu David Harwath James R. Glass Hilde Kuehne M. Shah SSL 48 5 0 01 Dec 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 657 41,103 0 22 Oct 2020
Capsule Routing via Variational Bayes Fabio De Sousa Ribeiro Georgios Leontidis Stefanos D. Kollias 73 83 0 27 May 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 359 6,782 0 06 May 2019
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 88 1,898 0 15 Jul 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 177 4,596 0 26 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,883 0 25 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015

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