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Collections including paper arxiv:1705.08039

Papers - NEML - Hyperbolic Learning - Poincare Ball

Poincaré Embeddings for Learning Hierarchical Representations

Paper • 1705.08039 • Published May 22, 2017 • 1
Poincaré ResNet

Paper • 2303.14027 • Published Mar 24, 2023 • 1

Papers - NEML - Hyberbolic - Frechet Mean - Poincare

Poincaré ResNet

Paper • 2303.14027 • Published Mar 24, 2023 • 1
Poincaré Embeddings for Learning Hierarchical Representations

Paper • 1705.08039 • Published May 22, 2017 • 1

Papers - NEML - Non-Euclidean Machine Learning

See also: "A Riemannian Framework for Tensor Computing" https://inria.hal.science/inria-00070743/file/RR-5255.pdf

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1
Barycentric Subspace Analysis on Manifolds

Paper • 1607.02833 • Published Jul 11, 2016 • 1
Poincaré Embeddings for Learning Hierarchical Representations

Paper • 1705.08039 • Published May 22, 2017 • 1
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding

Paper • 1712.09005 • Published Dec 25, 2017 • 1

Papers - Visualizations - Dimensionality Reduction

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding

Paper • 1712.09005 • Published Dec 25, 2017 • 1
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Paper • 1802.03426 • Published Feb 9, 2018 • 1
Principal subbundles for dimension reduction

Paper • 2307.03128 • Published Jul 6, 2023 • 1

Papers - Text - Dataset - Knowledge Graph - WordNet

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3 • 3
Poincaré Embeddings for Learning Hierarchical Representations

Paper • 1705.08039 • Published May 22, 2017 • 1

LIMA: Less Is More for Alignment

Paper • 2305.11206 • Published May 18, 2023 • 20
Garment3DGen: 3D Garment Stylization and Texture Generation

Paper • 2403.18816 • Published Mar 27 • 20
EgoLifter: Open-world 3D Segmentation for Egocentric Perception

Paper • 2403.18118 • Published Mar 26 • 9
The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26 • 77

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