OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and
Pruning

OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning

20 March 2024

Papers citing "OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning"

15 / 15 papers shown

Title
REM: Routing Entropy Minimization for Capsule Networks Riccardo Renzulli Enzo Tartaglione Marco Grangetto 40 4 0 04 Apr 2022
Orthogonalizing Convolutional Layers with the Cayley Transform Asher Trockman J. Zico Kolter 59 113 0 14 Apr 2021
How to represent part-whole hierarchies in a neural network Geoffrey E. Hinton OCL MoE 71 203 0 25 Feb 2021
Deep Isometric Learning for Visual Recognition Haozhi Qi Chong You Xinyu Wang Yi-An Ma Jitendra Malik VLM 56 55 0 30 Jun 2020
Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform Jun Li Fuxin Li S. Todorovic 50 105 0 04 Feb 2020
Orthogonal Convolutional Neural Networks Jiayun Wang Yubei Chen Rudrasis Chakraborty Stella X. Yu 74 189 0 27 Nov 2019
Adaptively Sparse Transformers Gonçalo M. Correia Vlad Niculae André F. T. Martins 80 255 0 30 Aug 2019
Attention routing between capsules Jaewoong Choi Hyun Seo Suii Im Myungju Kang 31 73 0 03 Jul 2019
DeepCaps: Going Deeper with Capsule Networks Jathushan Rajasegaran Vinoj Jayasundara S. Jayasekara Hirunima Jayasekara Suranga Seneviratne Ranga Rodrigo 3DPC 55 193 0 21 Apr 2019
Lipschitz regularity of deep neural networks: analysis and efficient estimation Kevin Scaman Aladin Virmaux 77 529 0 28 May 2018
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces Liheng Zhang Marzieh Edraki Guo-Jun Qi 41 61 0 19 May 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 167 4,593 0 26 Oct 2017
Orthogonal Weight Normalization: Solution to Optimization over Multiple Dependent Stiefel Manifolds in Deep Neural Networks Lei Huang Xianglong Liu B. Lang Adams Wei Yu Yongliang Wang Bo Li ODL 71 228 0 16 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 266 8,876 0 25 Aug 2017
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,330 0 04 Sep 2014

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