https://github.com/mathemage/capsnet-presentation
presentation on [Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829) for [Pattern Recognition and Computer Vision Reading Group](http://cmp.felk.cvut.cz/~toliageo/rg/index.html)
https://github.com/mathemage/capsnet-presentation
artificial-intelligence capsule-network computer-vision convolutional-neural-networks deep-learning neural-network
Last synced: 5 months ago
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presentation on [Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829) for [Pattern Recognition and Computer Vision Reading Group](http://cmp.felk.cvut.cz/~toliageo/rg/index.html)
- Host: GitHub
- URL: https://github.com/mathemage/capsnet-presentation
- Owner: mathemage
- License: gpl-3.0
- Created: 2018-03-09T20:12:49.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2020-08-11T12:39:06.000Z (about 5 years ago)
- Last Synced: 2025-02-16T21:44:49.123Z (8 months ago)
- Topics: artificial-intelligence, capsule-network, computer-vision, convolutional-neural-networks, deep-learning, neural-network
- Language: TeX
- Homepage: http://cyber.felk.cvut.cz/seminars/?event=1236
- Size: 29.8 MB
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# CapsNet-presentation
my [presentation](http://cyber.felk.cvut.cz/seminars/?event=1236) on [Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829) for [Pattern Recognition and Computer Vision Reading Group](http://cmp.felk.cvut.cz/~toliageo/rg/index.html)
## Slides
slides available [here](http://cmp.felk.cvut.cz/~toliageo/rg/papers/slides/ha_capsules.pdf) or also at [SlideShare](https://www.slideshare.net/KarelHa1/dynamic-routing-between-capsules-237713801)
## Sources
* original papers by the authors
* [Transforming Auto-encoders](http://www.cs.toronto.edu/~fritz/absps/transauto6.pdf)
* [Dynamic Routing Between Capsules](https://arxiv.org/pdf/1710.09829.pdf)
* [Matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)
* Capsule Networks (CapsNets) – Tutorial
* [video](https://youtu.be/pPN8d0E3900)
* [slides](https://www.slideshare.net/aureliengeron/introduction-to-capsule-networks-capsnets)
* [post](https://www.oreilly.com/ideas/introducing-capsule-networks)
* [Geoffrey Hinton talk "What is wrong with convolutional neural nets ?"](https://youtu.be/rTawFwUvnLE)
* Understanding Hinton’s Capsule Networks.
* [Part I: Intuition.](https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b)
* [Part II: How Capsules Work.](https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-ii-how-capsules-work-153b6ade9f66)
* [Part III: Dynamic Routing Between Capsules.](https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-iii-dynamic-routing-between-capsules-349f6d30418)
* [Part IV: CapsNet Architecture](https://medium.com/@pechyonkin/part-iv-capsnet-architecture-6a64422f7dce)
* [Understanding Matrix capsules with EM Routing (Based on Hinton's Capsule Networks)](https://jhui.github.io/2017/11/14/Matrix-Capsules-with-EM-routing-Capsule-Network/)
* [Uncovering the Intuition behind Capsule Networks and Inverse Graphics: Part I](https://hackernoon.com/uncovering-the-intuition-behind-capsule-networks-and-inverse-graphics-part-i-7412d121798d)
* [naturomics/CapsNet-Tensorflow](https://github.com/naturomics/CapsNet-Tensorflow)
* [Cortical memory](http://www.scholarpedia.org/article/Cortical_memory)
* [Capsule Network Performance on Complex Data](https://arxiv.org/pdf/1712.03480.pdf)