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Semi-Supervised Structured Subspace Learning for Multi-View Clustering

https://doi.org/10.1109/tip.2021.3128325

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition

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Spectral rotation for deep one-step clustering

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Multi-view subspace learning via bidirectional sparsity

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Low rank subspace clustering (LRSC)

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Structured subspace learning-induced symmetric nonnegative matrix factorization

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An empirical comparison of four initialization methods for the K-Means algorithm

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Distortion invariant object recognition in the dynamic link architecture

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Parameterisation of a stochastic model for human face identification

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Histograms of Oriented Gradients for Human Detection

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Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories

inferredcites →https://doi.org/10.1109/cvpr.2014.482openalex-snapshot

Robust Subspace Segmentation with Block-Diagonal Prior

inferredcites →https://doi.org/10.1109/cvpr.2014.484openalex-snapshot

Smooth Representation Clustering

inferredcites →https://doi.org/10.1109/cvpr.2015.7298657openalex-snapshot

Diversity-induced Multi-view Subspace Clustering

inferredcites →https://doi.org/10.1109/cvpr.2017.461openalex-snapshot

Latent Multi-view Subspace Clustering

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Attentive Region Embedding Network for Zero-Shot Learning

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Partially View-aligned Representation Learning with Noise-robust Contrastive Loss

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Object recognition from local scale-invariant features

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Low-Rank Tensor Constrained Multiview Subspace Clustering

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Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering

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Essential Tensor Learning for Multi-View Spectral Clustering

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Latent Complete Row Space Recovery for Multi-View Subspace Clustering

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Deep Spectral Representation Learning From Multi-View Data

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Block-Diagonal Guided Symmetric Nonnegative Matrix Factorization

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Robust Kernel Low-Rank Representation

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Discriminative Block-Diagonal Representation Learning for Image Recognition

inferredcites →https://doi.org/10.1109/tnnls.2018.2793863openalex-snapshot

Shared Predictive Cross-Modal Deep Quantization

inferredcites →https://doi.org/10.1109/tpami.2011.217openalex-snapshot

Constrained Nonnegative Matrix Factorization for Image Representation

inferredcites →https://doi.org/10.1109/tpami.2012.88openalex-snapshot

Robust Recovery of Subspace Structures by Low-Rank Representation

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Attribute-Based Classification for Zero-Shot Visual Object Categorization

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Representation Learning: A Review and New Perspectives

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Sparse Subspace Clustering: Algorithm, Theory, and Applications

inferredcites →https://doi.org/10.1109/tpami.2018.2847335openalex-snapshot

Binary Multi-View Clustering

inferredcites →https://doi.org/10.1109/tpami.2018.2875002openalex-snapshot

Detecting Coherent Groups in Crowd Scenes by Multiview Clustering

inferredcites →https://doi.org/10.1109/tpami.2018.2877660openalex-snapshot

Generalized Latent Multi-View Subspace Clustering

inferredcites →https://doi.org/10.1109/tpami.2020.3037734openalex-snapshot

Deep Partial Multi-View Learning

inferredcites →https://doi.org/10.1137/080738970openalex-snapshot

A Singular Value Thresholding Algorithm for Matrix Completion

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Practical solutions to the problem of diagonal dominance in kernel document clustering

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Multi-view clustering via canonical correlation analysis

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10.1162/153244303768966085

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

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Multi-View Clustering via Deep Matrix Factorization

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Relations Between Two Sets of Variates

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