2026
A Single Architecture for Representing Invariance Under Any Space Group
ICLR 2026poster
Incorporating known symmetries in data into machine learning models has consistently improved predictive accuracy, robustness, and generalization. However, achieving exact invariance to specific symmetries typically requires designing bespoke architectures for each group of symmetries, limiting scal…