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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

Learning to Disentangle Factors of Variation with Manifold Interaction ICML 2014
Geodesic Distance Function Learning via Heat Flow on Vector Fields ICML 2014
An Information Geometry of Statistical Manifold Learning ICML 2014
Covariance Trees for 2D and 3D Processing CVPR 2014
Continuous Manifold Based Adaptation for Evolving Visual Domains CVPR 2014
Model Transport: Towards Scalable Transfer Learning on Manifolds CVPR 2014
Locally Linear Hashing for Extracting Non-Linear Manifolds CVPR 2014
Gait Recognition under Speed Transition CVPR 2014
Manifold Based Dynamic Texture Synthesis from Extremely Few Samples CVPR 2014
Human Body Shape Estimation Using a Multi-Resolution Manifold Forest CVPR 2014
Optimizing Over Radial Kernels on Compact Manifolds CVPR 2014
Dimensionality Reduction with Subspace Structure Preservation NIPS 2014
Generalized Unsupervised Manifold Alignment NIPS 2014
Measuring Crowd Collectiveness CVPR 2013
MKPLS: Manifold Kernel Partial Least Squares for Lipreading and Speaker Identification CVPR 2013
Parallel Vector Field Embedding JMLR 2013
Tapkee: An Efficient Dimension Reduction Library JMLR 2013
On the Convergence of Maximum Variance Unfolding JMLR 2013
Maximum Variance Correction with Application to A* Search ICML 2013
Manifold Preserving Hierarchical Topic Models for Quantization and Approximation ICML 2013
Curvature-Aware Regularization on Riemannian Submanifolds ICCV 2013
Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem CVPR 2013
Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots CVPR 2013
Regularization-Free Principal Curve Estimation JMLR 2013
Learning a Manifold as an Atlas CVPR 2013