geometric-deep-learning topic

List geometric-deep-learning repositories

GraphMixerNetworks

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Official Implementation of Graph Mixer Networks

spectral-universality

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Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"

FieldConv

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Official implementation of Field Convolutions for Surface CNNs [ICCV 2021 Oral]

BowelNet

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[TMI 2022] BowelNet: Joint Semantic-Geometric Ensemble Learning for Bowel Segmentation from Both Partially and Fully Labeled CT Images

DeNS

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[ArXiv 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields

DeepPBS

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Geometric deep learning of protein–DNA binding specificity

GeoBFN

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Implementation for ICLR2024 Oral paper "Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks"

OSN

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šŸ”„OSN in PyTorch (ICML 2024)