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

Manifold denoising by Nonlinear Robust Principal Component Analysis NIPS 2019

DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing ICCV 2019

Solving Interpretable Kernel Dimensionality Reduction NIPS 2019

Visualizing the PHATE of Neural Networks NIPS 2019

Global Versus Localized Generative Adversarial Nets CVPR 2018

Fast Spectral Ranking for Similarity Search CVPR 2018

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NIPS 2018

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018

Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling JMLR 2018

Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018

The Sparse Manifold Transform NIPS 2018

Manifold Structured Prediction NIPS 2018

Phone Recognition Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs INTERSPEECH 2018

High-Order Tensor Regularization With Application to Attribute Ranking CVPR 2018

Deep Neural Nets with Interpolating Function as Output Activation NIPS 2018

Mining on Manifolds: Metric Learning Without Labels CVPR 2018

Manifold Learning in Quotient Spaces CVPR 2018

Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018

Non-Linear Temporal Subspace Representations for Activity Recognition CVPR 2018

SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018

Learning a latent manifold of odor representations from neural responses in piriform cortex NIPS 2018

Fitting a Putative Manifold to Noisy Data COLT 2018

A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018

Disconnected Manifold Learning for Generative Adversarial Networks NIPS 2018

Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction IJCAI 2017