Learnable low-rank latent dictionary for subspace clustering

Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering

(2020) Yesong Xu et al.   IEEE Transactions on Cybernetics

Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition

(2019) Zhengming Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Implicit Block Diagonal Low-Rank Representation

(2018) Xingyu Xie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Subspace Clustering by Block Diagonal Representation

(2018) Canyi Lu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Adaptive weighted nonnegative low-rank representation

(2018) Jie Wen et al.   PATTERN RECOGNITION

Nuclear Norm Based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes

(2017) Jian Yang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Low rank representation with adaptive distance penalty for semi-supervised subspace classification

(2017) Lunke Fei et al.   PATTERN RECOGNITION

Sparseness Analysis in the Pretraining of Deep Neural Networks

(2017) Jun Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Laplacian Regularized Low-Rank Representation and Its Applications

(2016) Ming Yin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Transformation invariant subspace clustering

(2016) Qi Li et al.   PATTERN RECOGNITION

Robust Kernel Low-Rank Representation

(2016) Shijie Xiao et al.   IEEE Transactions on Neural Networks and Learning Systems

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Subspace Clustering

(2011) Rene Vidal   IEEE SIGNAL PROCESSING MAGAZINE

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION