geometric-deep-learning topic
EGNO
GraphMixerNetworks
Official Implementation of Graph Mixer Networks
spectral-universality
Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
FieldConv
Official implementation of Field Convolutions for Surface CNNs [ICCV 2021 Oral]
BowelNet
[TMI 2022] BowelNet: Joint Semantic-Geometric Ensemble Learning for Bowel Segmentation from Both Partially and Fully Labeled CT Images
DeNS
[ArXiv 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields
DeepPBS
Geometric deep learning of proteināDNA binding specificity
GeoBFN
Implementation for ICLR2024 Oral paper "Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks"
OSN
š„OSN in PyTorch (ICML 2024)