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grassmannian manifold

11 papers

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Co-occurring keywords

subspace learning (96) non-convex optimization (547) image classification (1944) dictionary learning (277) flat fitting (1) distance field (6) semi supervised learning (4) sparse spectral clustering (1) affine subspace fitting (1) distance field representation (1)

Papers

Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Networks AAAI 2026
A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024
Fitting Flats to Flats CVPR 2024
On the equivalence of Oja’s algorithm and GROUSE AISTATS 2022
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery JMLR 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NIPS 2019
Geometric Understanding for Unsupervised Subspace Learning IJCAI 2019
Multivariate Regression on the Grassmannian for Predicting Novel Domains CVPR 2016
Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016
More About VLAD: A Leap From Euclidean to Riemannian Manifolds CVPR 2015
Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014