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πŸŒ€ Hyperbolic Geometry

Non-Euclidean Networks, Tree Embeddings, Hierarchical Representations, Geometric Computing

Geometry-aware Distance Measure for Diverse Hierarchical Structures in Hyperbolic Spaces
arxiv.orgΒ·1d
πŸŒ€Differential Geometry
Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning
arxiv.orgΒ·10h
πŸŒ€Riemannian Computing
Kumo Surfaces Structured Data Patterns Generative AI Misses
thenewstack.ioΒ·25m
πŸ“ŠGraph Databases
A Set-to-Set Distance Measure in Hyperbolic Space
arxiv.orgΒ·1d
πŸ•³οΈPersistent Homology
Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network
arxiv.orgΒ·10h
πŸŒ€Differential Geometry
Using Wavelets and Clustering to Predict Odd or Even Numbers: An Overengineered Approach with Pretty (But Confusing) Plots
dev.toΒ·42mΒ·
Discuss: DEV
🧠Machine Learning
Fully lifted \emph{blirp} interpolation -- a large deviation view
arxiv.orgΒ·10h
πŸŒ€Fractal Compression
Sheaf Hypergraph Networks
arxiv.orgΒ·2d
πŸ•ΈοΈGraph Embeddings
DefFusionNet: Learning Multimodal Goal Shapes for Deformable Object Manipulation via a Diffusion-based Probabilistic Model
arxiv.orgΒ·1d
πŸŒ€Riemannian Computing
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
arxiv.orgΒ·10h
πŸ“ˆTime Series
MambaOutRS: A Hybrid CNN-Fourier Architecture for Remote Sensing Image Classification
arxiv.orgΒ·10h
πŸŒ€Riemannian Computing
Hypercubical manifolds in homotopy type theory
arxiv.orgΒ·10h
πŸ”ΆCubical Type Theory
Angio-Diff: Learning a Self-Supervised Adversarial Diffusion Model for Angiographic Geometry Generation
arxiv.orgΒ·10h
πŸŒ€Riemannian Computing
CmFNet: Cross-modal Fusion Network for Weakly-supervised Segmentation of Medical Images
arxiv.orgΒ·1d
πŸ“ŠLearned Metrics
Dual-Hierarchy Labelling: Scaling Up Distance Queries on Dynamic Road Networks
arxiv.orgΒ·1d
πŸ“Range Queries
DRIFT: Data Reduction via Informative Feature Transformation- Generalization Begins Before Deep Learning starts
arxiv.orgΒ·10h
🧠Machine Learning
Causal Spherical Hypergraph Networks for Modelling Social Uncertainty
arxiv.orgΒ·1d
πŸ•ΈοΈGraph Embeddings
AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
arxiv.orgΒ·10h
πŸ€–Advanced OCR
YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception
arxiv.orgΒ·1d
🌸Bloom Variants
Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators
arxiv.orgΒ·1d
πŸŒ€Riemannian Computing
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