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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

Megaman: Scalable Manifold Learning in Python JMLR 2016
Manifold SLIC: A Fast Method to Compute Content-Sensitive Superpixels CVPR 2016
Locally Linear Embedding for Exemplar-Based Spectral Conversion INTERSPEECH 2016
PSyCo: Manifold Span Reduction for Super Resolution CVPR 2016
Differential Geometric Regularization for Supervised Learning of Classifiers ICML 2016
Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables CVPR 2015
Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM) NIPS 2015
Local High-Order Regularization on Data Manifolds CVPR 2015
Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015
Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015
Robust Regression on Image Manifolds for Ordered Label Denoising CVPR 2015
Landmarking Manifolds with Gaussian Processes ICML 2015
Sparse Representation Classification With Manifold Constraints Transfer CVPR 2015
Multi-Manifold Deep Metric Learning for Image Set Classification CVPR 2015
Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location CVPR 2015
Riemannian Coding and Dictionary Learning: Kernels to the Rescue CVPR 2015
Space-Time Local Embeddings NIPS 2015
Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process NIPS 2015
Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations ICML 2015
Recursive Frechet Mean Computation on the Grassmannian and its Applications to Computer Vision ICCV 2015
Multi-Manifold Modeling in Non-Euclidean spaces AISTATS 2015
Non-rigid Segmentation using Sparse Low Dimensional Manifolds and Deep Belief Networks CVPR 2014
Sketching the Support of a Probability Measure AISTATS 2014
Transfer Learning Decision Forests for Gesture Recognition JMLR 2014
Hybrid Discriminative-Generative Approach with Gaussian Processes AISTATS 2014