Equivariant Neural Networks | Part 2/3 - Generalized CNNs

Опубликовано: 19 Март 2026
на канале: DeepFindr

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▬▬ Papers / Resources ▬▬▬
Group Equivariant CNNs: https://arxiv.org/abs/1602.07576
Convolution 3B1B video: • But what is a convolution?
Fabian Fuchs Equivariance: https://fabianfuchsml.github.io/equiv...
Steerable CNNs: https://arxiv.org/abs/1612.08498
Blogpost GCNN: / geometric-deep-learning-group-equivariant-...
Roto-Translation Image Analysis: https://arxiv.org/abs/1804.03393
Harmonic Networks: https://arxiv.org/abs/1612.04642
Capsule Networks: https://arxiv.org/abs/1710.09829

▬▬ Used Music ▬▬▬▬▬▬▬▬▬▬▬
Music from #Uppbeat (free for Creators!):
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License code: WXVHOOZRRWDUCKIU

▬▬ Used Icons ▬▬▬▬▬▬▬▬▬▬
All Icons are from flaticon: https://www.flaticon.com/authors/freepik

▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:55 Group CNNs
07:59 Steerable CNNs
11:20 Harmonic Networks
12:10 Capsule Networks
14:30 3D models
14:53 Recommended resources

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