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

Dynamic Geometric Equivariant Network for Full-Atom Antibody Design AAAI 2026
From Surface to Viscera: 3D Estimation of Internal Anatomy from Body Surface Point Clouds MIDL 2026
Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Networks AAAI 2026
Equivariant Atomic and Lattice Modeling Using Geometric Deep Learning for Crystal Structure Optimization AAAI 2026
Learning Action Hierarchies via Hybrid Geometric Diffusion WACV 2026
Improve Molecular Conformation Modeling with Geometric Deep Learning AAAI 2026
Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026
Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025
Denoising Functional Maps: Diffusion Models for Shape Correspondence CVPR 2025
RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design EMNLP 2025
CryoFastAR: Fast Cryo-EM Ab initio Reconstruction Made Easy ICCV 2025
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025
EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection CVPR 2025
Geometry-Aware Deep Learning for 3D Skeleton-Based Motion Prediction WACV 2025
Accurate Nucleic Acid-Binding Residue Identification Based Domain-Adaptive Protein Language Model and Explainable Geometric Deep Learning AAAI 2025
A Recipe for Geometry-Aware 3D Mesh Transformers WACV 2025
Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning IJCNLP 2025
Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space ICCV 2025
CGAPoseNet+GCAN: A Geometric Clifford Algebra Network for Geometry-Aware Camera Pose Regression WACV 2024
Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance NIPS 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NIPS 2024
DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems AAAI 2024
GSO-Net: Grid Surface Optimization via Learning Geometric Constraints AAAI 2024