Platonic Transformers: A Solid Choice For Equivariance 事件

Platonic Transformers: A Solid Choice For Equivariance arXiv:2510.03511v3 Announce Type: replace Abstract: While widespread, Transformers lack inductive biases for geometric symmetries common in science and computer vision. Existing equivariant methods often sacrifice the efficiency and flexibility that make Transformers so effective through complex, computationally intensive designs. We introduce the Platonic Transformer to resolve this trade-off. By defining attention relative to reference fr