Symmetry and Geometry in Neural Representations NeurIPS Workshops 2026

NeurReps connects geometric ideas in biological and artificial intelligence. Discussion considers low-dimensional neural activity, symmetry, sparsity, equivariance and compositional structure, asking how mathematical properties of tasks help explain representations and support more interpretable, robust learning systems. Session: 08:00–17:00 (Australia/Sydney). A paid NeurIPS virtual pass includes workshop livestreams; on-site access follows the host-location registration rules.