Chen-Cai-OSU/awesome-equivariant-network resource

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1097 stars · 108 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of research papers on equivariant neural networks, covering group convolutions, steerable CNNs, spherical CNNs, and applications. It is a work-in-progress reading list with community-contributed paper suggestions.

Use cases

• find papers on equivariant neural networks
• learn about group equivariant convolutions
• research steerable and spherical CNNs
• build a reading list for geometric deep learning
• survey rotation equivariance in deep learning

When to choose

• you need a curated survey of equivariance literature
• you are starting research in geometric deep learning
• you want canonical papers like Group Equivariant CNNs and Spherical CNNs in one place

When to avoid

• you need runnable code or a library
• you want a tutorial with exercises rather than a paper list
• you need non-equivariance deep learning topics

Facets

learning-resource · maturity active

documentation machine-learning deep-learning tutorials awesome-lists awesome-list equivariant-networks paper-list geometric-deep-learning research web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Chen-Cai-OSU/awesome-equivariant-network")