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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

Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022
Multi-view Subspace Clustering on Topological Manifold NIPS 2022
Projective Manifold Gradient Layer for Deep Rotation Regression CVPR 2022
Shape And Structure Preserving Differential Privacy NIPS 2022
Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows ICML 2022
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction CVPR 2022
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NIPS 2022
PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval AAAI 2022
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NIPS 2022
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane NIPS 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NIPS 2022
Topic Modeling With Topological Data Analysis EMNLP 2022
A Probabilistic Framework for Land Deformation Prediction (Student Abstract) AAAI 2022
VQ-Flows: Vector quantized local normalizing flows UAI 2022
Geometric structure of graph Laplacian embeddings JMLR 2021
Rectangular Flows for Manifold Learning NIPS 2021
Knowledge Graph Representation Learning using Ordinary Differential Equations EMNLP 2021
Learning Signal-Agnostic Manifolds of Neural Fields NIPS 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision AAAI 2021
Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021
LDLE: Low Distortion Local Eigenmaps JMLR 2021
Learning Proofs of Motion Planning Infeasibility RSS 2021
Modality-Agnostic Topology Aware Localization NIPS 2021
Autoencoder Image Interpolation by Shaping the Latent Space ICML 2021
Flow-based Generative Models for Learning Manifold to Manifold Mappings AAAI 2021