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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

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization JMLR 2021
Bringing UMAP Closer to the Speed of Light with GPU Acceleration AAAI 2021
Rectangular Flows for Manifold Learning NIPS 2021
Modality-Agnostic Topology Aware Localization NIPS 2021
Low-Rank Registration Based Manifolds for Convection-Dominated PDEs AAAI 2021
Flow-based Generative Models for Learning Manifold to Manifold Mappings AAAI 2021
Variational Autoencoder with Learned Latent Structure AISTATS 2021
HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections ICML 2021
Gauge Equivariant Transformer NIPS 2021
Learning disentangled representations via product manifold projection ICML 2021
On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision AAAI 2021
On Learning the Geodesic Path for Incremental Learning CVPR 2021
Manifold Regularized Dynamic Network Pruning CVPR 2021
Locality Preserving Sentence Encoding EMNLP 2021
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data ICML 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Learning Signal-Agnostic Manifolds of Neural Fields NIPS 2021
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks ICML 2021
Diffusion Earth Mover’s Distance and Distribution Embeddings ICML 2021
Neighborhood Reconstructing Autoencoders NIPS 2021
On UMAP's True Loss Function NIPS 2021
Denoising Normalizing Flow NIPS 2021