geometric deep learning

Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026 Dynamic Geometric Equivariant Network for Full-Atom Antibody Design AAAI 2026 Efficient Equivariant Transformer for Self-Driving Agent Modeling CVPR 2026 Equivariant Atomic and Lattice Modeling Using Geometric Deep Learning for Crystal Structure Optimization AAAI 2026 From Surface to Viscera: 3D Estimation of Internal Anatomy from Body Surface Point Clouds MIDL 2026 Improve Molecular Conformation Modeling with Geometric Deep Learning AAAI 2026 Learning Action Hierarchies via Hybrid Geometric Diffusion WACV 2026 Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Networks AAAI 2026 Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport ICLR 2025 Accurate Nucleic Acid-Binding Residue Identification Based Domain-Adaptive Protein Language Model and Explainable Geometric Deep Learning AAAI 2025 Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding IJCAI 2025 A Recipe for Geometry-Aware 3D Mesh Transformers WACV 2025 Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing ICLR 2025 CryoFastAR: Fast Cryo-EM Ab initio Reconstruction Made Easy ICCV 2025 Denoising Functional Maps: Diffusion Models for Shape Correspondence CVPR 2025 EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection CVPR 2025 E(n) Equivariant Topological Neural Networks ICLR 2025 Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025 Geometry-Aware Deep Learning for 3D Skeleton-Based Motion Prediction WACV 2025 Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025 gRNAde: Geometric Deep Learning for 3D RNA inverse design ICLR 2025 Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space ICCV 2025 On the Completeness of Invariant Geometric Deep Learning Models ICLR 2025 RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design EMNLP 2025 Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning IJCNLP 2025