Deep Learning

GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion ICCV 2025 Geometric Algebra Planes: Convex Implicit Neural Volumes ICML 2025 Geometric Alignment and Prior Modulation for View-Guided Point Cloud Completion on Unseen Categories ICCV 2025 Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates ICML 2025 Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning ICML 2025 Geometric Generative Modeling with Noise-Conditioned Graph Networks ICML 2025 Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025 Geometric Inductive Biases of Deep Networks: The Role of Data and Architecture ICLR 2025 Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data ICML 2025 Geometric Representation Condition Improves Equivariant Molecule Generation ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Geometry-Aware Deep Learning for 3D Skeleton-Based Motion Prediction WACV 2025 Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds AISTATS 2025 Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects ICLR 2025 GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors ICCV 2025 Geometry Distributions ICCV 2025 Geometry Field Splatting with Gaussian Surfels CVPR 2025 Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation ICLR 2025 Geometry-Informed Neural Networks ICML 2025 Geometry in Style: 3D Stylization via Surface Normal Deformation CVPR 2025 Geometry of Lightning Self-Attention: Identifiability and Dimension ICLR 2025 GEOPARD: Geometric Pretraining for Articulation Prediction in 3D Shapes ICCV 2025 GeoPos: A Minimal Positional Encoding for Enhanced Fine-Grained Details in Image Synthesis using Convolutional Neural Networks WACV 2025 GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025 GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering ICCV 2025