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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

Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020
Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020
High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds NIPS 2020
Neural Manifold Ordinary Differential Equations NIPS 2020
Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019
Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds NIPS 2019
Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019
Learning Generative Models across Incomparable Spaces ICML 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019
Unsupervised Co-Learning on $G$-Manifolds Across Irreducible Representations NIPS 2019
Normalized Diversification CVPR 2019
Intrinsic dimension of data representations in deep neural networks NIPS 2019
Joint Manifold Diffusion for Combining Predictions on Decoupled Observations CVPR 2019
Jumping Manifolds: Geometry Aware Dense Non-Rigid Structure From Motion CVPR 2019
Guided Similarity Separation for Image Retrieval NIPS 2019
Local Regularization of Noisy Point Clouds: Improved Global Geometric Estimates and Data Analysis JMLR 2019
Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019
Co-manifold learning with missing data ICML 2019
Refining Word Representations by Manifold Learning IJCAI 2019
Dilated Convolutional Neural Networks for Sequential Manifold-Valued Data ICCV 2019
Parametric Manifold Learning of Gaussian Mixture Models IJCAI 2019
No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms NIPS 2019
Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning AAAI 2019
Explore-Exploit Graph Traversal for Image Retrieval CVPR 2019
Natural and Realistic Single Image Super-Resolution With Explicit Natural Manifold Discrimination CVPR 2019