{"id":23515154,"url":"https://github.com/mathemage/capsnet-presentation","last_synced_at":"2026-01-24T18:02:35.603Z","repository":{"id":152754673,"uuid":"124588499","full_name":"mathemage/CapsNet-presentation","owner":"mathemage","description":"presentation on [Dynamic Routing Between Capsules](https://arxiv.org/abs/1710.09829) for [Pattern Recognition and Computer Vision Reading 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Capsules](https://arxiv.org/abs/1710.09829) for [Pattern Recognition and Computer Vision Reading Group](http://cmp.felk.cvut.cz/~toliageo/rg/index.html)\n\n## Slides\n\nslides 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)\n\n## Sources\n\n* original papers by the authors\n  * [Transforming Auto-encoders](http://www.cs.toronto.edu/~fritz/absps/transauto6.pdf)\n  * [Dynamic Routing Between Capsules](https://arxiv.org/pdf/1710.09829.pdf)\n  * [Matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)\n* Capsule Networks (CapsNets) – Tutorial\n  * [video](https://youtu.be/pPN8d0E3900)\n  * [slides](https://www.slideshare.net/aureliengeron/introduction-to-capsule-networks-capsnets)\n  * [post](https://www.oreilly.com/ideas/introducing-capsule-networks)\n* [Geoffrey Hinton talk \"What is wrong with convolutional neural nets ?\"](https://youtu.be/rTawFwUvnLE)\n* Understanding Hinton’s Capsule Networks. \n  * [Part I: Intuition.](https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b)\n  * [Part II: How Capsules Work.](https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-ii-how-capsules-work-153b6ade9f66)\n  * [Part III: Dynamic Routing Between Capsules.](https://medium.com/ai³-theory-practice-business/understanding-hintons-capsule-networks-part-iii-dynamic-routing-between-capsules-349f6d30418)\n  * [Part IV: CapsNet Architecture](https://medium.com/@pechyonkin/part-iv-capsnet-architecture-6a64422f7dce)\n* [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/)\n* [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)\n* [naturomics/CapsNet-Tensorflow](https://github.com/naturomics/CapsNet-Tensorflow)\n* [Cortical memory](http://www.scholarpedia.org/article/Cortical_memory)\n* [Capsule Network Performance on Complex Data](https://arxiv.org/pdf/1712.03480.pdf)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathemage%2Fcapsnet-presentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathemage%2Fcapsnet-presentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathemage%2Fcapsnet-presentation/lists"}