🗺️ Manifold Learning - pfh · Scour

From Layers to Networks: Comparing Neural Representations via Diffusion Geometry 🗺️UMAP

Partial multi-label learning via feature manifold learning 🗺️UMAP

sciencedirect.com·6d

Geometric quantification of cell phenotype transition manifolds with information geometry 🗺️UMAP

Probing quantum geometry with two-dimensional nonlinear optical spectroscopy 📐Computational Geometry

link.aps.org·5h

The Atlas-Learn Approach to the Manifold Hypothesis 🗺️UMAP

r-bloggers.com·1d

An OpenAI model has disproved a central conjecture in discrete geometry 📐Computational Geometry

openai.com·6h·Lobsters, Hacker News, r/OpenAI, r/artificial, r/singularity

four-dimensional geometry and topology -- table 📐Computational Geometry

ncatlab.org·4d

Vector Databases Store Geometry, Not Meaning 🔢Embeddings

siliconopera.com·1d

‘Sensational’ proof topples decades-old geometry problem 📐Computational Geometry

scientificamerican.com

·1d·Hacker News

Geometry Conflict: Explain & Controll Forgetting in LLM Continual Post-Training ⛰️Gradient Descent

huggingface.co·6d·Hacker News

Dual-Channel Tensor Neural Networks: Finite-Sample Theory and Conformal Structure Selection 📊Empirical Bayes

Criticality of the configuration-space statistical geometry 📐Computational Geometry

link.aps.org·5h

EpiDiffVO: Geometry-Aware Epipolar Diffusion for Robust Visual Odometry 📐Computational Geometry

Dissipation-Shaped Quantum Geometry in Nonlinear Transport 📐Computational Geometry

link.aps.org·2d

Beyond Isotropy in JEPAs: Hamiltonian Geometry and Symplectic Prediction 🗺️UMAP

Trust It or Not: Evidential Uncertainty for Feed-Forward 3D Reconstruction with Trust3R 📐Computational Geometry

Tangent Blow-Ups for Processing Non-Manifold Geometry 📐Computational Geometry

A Unified Geometric Framework for Weighted Contrastive Learning 🔢Embeddings

Bayesian Latent Space Models for Graphs Are Misspecified: Toward Robust Inference via Generalized Posteriors 📊Empirical Bayes

Neural Point-Forms 📐Computational Geometry

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