Showing 1–20 of 31 results
/ Date/ Name
Feb 8, 2013pROST : A Smoothed Lp-norm Robust Online Subspace Tracking Method for Realtime Background Subtraction in VideoDec 17, 2013Co-Sparse Textural Similarity for Image SegmentationFeb 5, 2013Analysis Based Blind Compressive SensingSep 14, 2012Averaging Complex Subspaces via a Karcher Mean ApproachNov 30, 2011Uniqueness Analysis of Non-Unitary Matrix Joint DiagonalizationMar 21, 2013Separable Dictionary LearningDec 19, 2013An Adaptive Dictionary Learning Approach for Modeling Dynamical TexturesApr 24, 2012Analysis Operator Learning and Its Application to Image ReconstructionOct 2, 2012Robust PCA and subspace tracking from incomplete observations using L0-surrogatesMar 9, 2015Learning Co-Sparse Analysis Operators with Separable StructuresOct 12, 2011Blind Source Separation with Compressively Sensed Linear MixturesAug 19, 2016Network Volume Anomaly Detection and Identification in Large-scale Networks based on Online Time-structured Traffic Tensor TrackingOct 29, 2021Barlow Graph Auto-Encoder for Unsupervised Network EmbeddingJun 12, 2015Robust Structured Low-Rank Approximation on the GrassmannianMar 12, 2018Extended Affinity Propagation: Global Discovery and Local InsightsAug 1, 2017Model-based learning of local image features for unsupervised texture segmentationJun 6, 2014Separable Cosparse Analysis Operator LearningJul 24, 2019Mend The Learning Approach, Not the Data: Insights for Ranking E-Commerce ProductsOct 8, 2018Trace Quotient with Sparsity Priors for Learning Low Dimensional Image RepresentationsDec 13, 2013Sample Complexity of Dictionary Learning and other Matrix Factorizations