conftrace_

geometric deep learning

117 papers

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Also known as

GDL

Co-occurring keywords

graph neural network (3962) point cloud (1480) manifold learning (403) 3d vision (1098) equivariant neural network (75) mesh processing (31) neural network (6616) shape correspondence (55) convolutional neural network (4226) diffusion model (3751)

Papers

Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers AISTATS 2024
DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking NIPS 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024
Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion AAAI 2024
UniIF: Unified Molecule Inverse Folding NIPS 2024
Geometric Trajectory Diffusion Models NIPS 2024
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation NIPS 2024
E(3)-Equivariant Mesh Neural Networks AISTATS 2024
Skinned Motion Retargeting with Dense Geometric Interaction Perception NIPS 2024
Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing NIPS 2023
Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching CVPR 2023
Heat Diffusion Based Multi-Scale and Geometric Structure-Aware Transformer for Mesh Segmentation CVPR 2023
DiffMD: A Geometric Diffusion Model for Molecular Dynamics Simulations AAAI 2023
On the Expressive Power of Geometric Graph Neural Networks ICML 2023
Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes MIDL 2023
Equivariant Message Passing Neural Network for Crystal Material Discovery AAAI 2023
Is Distance Matrix Enough for Geometric Deep Learning? NIPS 2023
A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs MIDL 2023
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence WACV 2023
Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs AAAI 2023
Efficiently incorporating quintuple interactions into geometric deep learning force fields NIPS 2023
ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour ICCV 2023
Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds NIPS 2023
Riemannian Residual Neural Networks NIPS 2023
A new perspective on building efficient and expressive 3D equivariant graph neural networks NIPS 2023