DeepCaps: Going Deeper with Capsule Networks

DeepCaps: Going Deeper with Capsule Networks

21 April 2019

Jathushan Rajasegaran

Vinoj Jayasundara

Hirunima Jayasekara

Suranga Seneviratne

Papers citing "DeepCaps: Going Deeper with Capsule Networks"

17 / 17 papers shown

Title
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 50 44 0 23 Feb 2024
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks Alberto Marchisio Antonio De Marco Alessio Colucci Maurizio Martina Muhammad Shafique AAML 25 2 0 08 Apr 2023
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption Matthias Mitterreiter Marcel Koch Joachim Giesen Soren Laue 3DPC MedIm 25 13 0 04 Jan 2023
Explainability and Robustness of Deep Visual Classification Models Jindong Gu AAML 39 2 0 03 Jan 2023
An Algorithm for Routing Vectors in Sequences Franz A. Heinsen 14 16 0 20 Nov 2022
Robustcaps: a transformation-robust capsule network for image classification Saindhavi Venkataraman S. Balasubramanian R. R. Sarma 21 2 0 20 Oct 2022
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks Alberto Marchisio Vojtěch Mrázek Andrea Massa Beatrice Bussolino Maurizio Martina Muhammad Shafique AAML 40 5 0 11 Oct 2022
Towards Efficient Capsule Networks Riccardo Renzulli Marco Grangetto OCL 24 4 0 19 Aug 2022
CapsNet for Medical Image Segmentation Minh-Trieu Tran Viet-Khoa Vo-Ho Kyle Quinn Hien Nguyen Khoa Luu Ngan Le MedIm 13 5 0 16 Mar 2022
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 28 6 0 21 Dec 2021
Effective and Efficient Vote Attack on Capsule Networks Jindong Gu Baoyuan Wu Volker Tresp AAML 17 26 0 19 Feb 2021
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition Vinoj Jayasundara D. Roy Basura Fernando 3DPC 23 3 0 08 Nov 2020
iCaps: An Interpretable Classifier via Disentangled Capsule Networks Dahuin Jung Jonghyun Lee Jihun Yi Sungroh Yoon 28 12 0 20 Aug 2020
Wasserstein Routed Capsule Networks Alexander Fuchs Franz Pernkopf 27 7 0 22 Jul 2020
Fine-Tuning DARTS for Image Classification M. Tanveer Muhammad Umar Karim Khan C. Kyung 25 49 0 16 Jun 2020
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions Yao Qin Nicholas Frosst S. Sabour Colin Raffel G. Cottrell Geoffrey E. Hinton GAN AAML 19 71 0 05 Jul 2019
Increasing the adversarial robustness and explainability of capsule networks with $γ$ -capsules David Peer Sebastian Stabinger A. Rodríguez-Sánchez AAML GAN MedIm 27 11 0 23 Dec 2018