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manifold learning

402 papers

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ML

Co-occurring keywords

dimensionality reduction (720) representation learning (6174) riemannian manifold (169) semi-supervised learning (2331) unsupervised learning (3255) metric learning (1189) generative model (2889) spectral method (204) normalizing flow (354) graph laplacian (109)

Papers

A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models JMLR 2023
Learning Manifold Dimensions with Conditional Variational Autoencoders NIPS 2022
Topic Modeling With Topological Data Analysis EMNLP 2022
Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth JMLR 2022
BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression ICML 2022
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022
Universal Approximation Theorems for Differentiable Geometric Deep Learning JMLR 2022
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NIPS 2022
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds NIPS 2022
Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane NIPS 2022
Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022
Intrinsic dimensionality estimation using Normalizing Flows NIPS 2022
PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval AAAI 2022
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NIPS 2022
Topologically penalized regression on manifolds JMLR 2022
Manifold Learning Benefits GANs CVPR 2022
Projective Manifold Gradient Layer for Deep Rotation Regression CVPR 2022
Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation AAAI 2022
Shape And Structure Preserving Differential Privacy NIPS 2022
You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection NIPS 2022
Multi-view Subspace Clustering on Topological Manifold NIPS 2022
Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022
Dynamic Manifold Learning for Land Deformation Forecasting AAAI 2022