Research Blog
Technical deep-dives, thoughts on geometric deep learning, and research notes.
Geometry-Aware Deep Learning: Rethinking Vision Architectures via Graph Reasoning
Why classical CNNs and isotropic Vision Transformers fall short on non-Euclidean manifolds, and how geometric graph neural networks provide a principled inductive bias for mobile 2D/3D vision.