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Collections including paper arxiv:2303.14027

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 - Image - Datasets - CIFAR

All you need is a good init

Paper • 1511.06422 • Published Nov 19, 2015 • 1
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models

Paper • 2404.14507 • Published Apr 22 • 21
Deep Residual Learning for Image Recognition

Paper • 1512.03385 • Published Dec 10, 2015 • 6
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24 • 12

Papers - ResNet

Wide Residual Networks

Paper • 1605.07146 • Published May 23, 2016 • 2
Characterizing signal propagation to close the performance gap in unnormalized ResNets

Paper • 2101.08692 • Published Jan 21, 2021 • 2
Pareto-Optimal Quantized ResNet Is Mostly 4-bit

Paper • 2105.03536 • Published May 7, 2021 • 2
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations

Paper • 2106.01548 • Published Jun 3, 2021 • 2

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