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Posts tagged “inductive-bias”

2 posts found

Spatial Architectures: From Capsule Networks to Equivariant Neural Networks
ai-tutorialstutorialequivariant-networks

Spatial Architectures: From Capsule Networks to Equivariant Neural Networks

A tour of the architectures that bake 3D geometry into the network itself—from Hinton's capsules and the geometric deep learning framework to modern E(n)-equivariant graph networks powering physical AI.

Apr 12, 2026•11 min read
How Vision Transformers Work (and Why Patch Tokenization Is a Hack)
ai-tutorialstutorialvision-transformer

How Vision Transformers Work (and Why Patch Tokenization Is a Hack)

Understand the elegant trick that let transformers process images, why it surprisingly works, and why its fundamental limitations drive the next generation of vision architectures.

Apr 10, 2026•11 min read
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