blog
my research, simplified.
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Erwin Transformer
We can organize irregular data (point clouds, meshes) using ball trees to exploit sub-quadratic (sparse) attention. Fast and expressive!
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Clifford-Steerable CNNs
Using Clifford algebra allows us to generalize E(n)-equivariant CNNs to E(p,q), which now includes isometries of spacetime!
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Implicit Steerable Kernels
Using implicit parameterization of G-steerable kernels to simplify designing steerable CNNs. Let me show you how.