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manifold learning

402 papers

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Also known as

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

Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing JMLR 2013
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning ICML 2013
Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization CVPR 2013
Joint Sparsity-Based Representation and Analysis of Unconstrained Activities CVPR 2013
Large-scale SVD and Manifold Learning JMLR 2013
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution ICCV 2013
Distance Preserving Embeddings for General n-Dimensional Manifolds JMLR 2013
Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning ACML 2013
Groupwise Registration via Graph Shrinkage on the Image Manifold CVPR 2013
Non-rigid Structure from Motion with Diffusion Maps Prior CVPR 2013
Inductive Hashing on Manifolds CVPR 2013
Manifold-based Similarity Adaptation for Label Propagation NIPS 2013
Cluster Trees on Manifolds NIPS 2013
From Local Similarity to Global Coding: An Application to Image Classification CVPR 2013
Beyond Sentiment: The Manifold of Human Emotions AISTATS 2013
Manifold Based Face Synthesis from Sparse Samples ICCV 2013
Probabilistic Principal Geodesic Analysis NIPS 2013
Sparse Subspace Denoising for Image Manifolds CVPR 2013
Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds CVPR 2013
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Distance Preserving Embeddings for General n-Dimensional Manifolds COLT 2012
Non-linear Metric Learning NIPS 2012
Human Gesture Recognition on Product Manifolds JMLR 2012
Learning Manifolds with K-Means and K-Flats NIPS 2012
On a Connection between Maximum Variance Unfolding, Shortest Path Problems and IsoMap AISTATS 2012