Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

Sparse transfer learning for interactive video search reranking

(2012) Xinmei Tian et al.   ACM Transactions on Multimedia Computing Communications and Applications

Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network

(2012) Mingli Song et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Ensemble Manifold Regularization

(2012) Bo Geng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

(2012) Naiyang Guan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

(2011) Naiyang Guan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Subspaces Indexing Model on Grassmann Manifold for Image Search

(2011) Xinchao Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Probabilistic Exposure Fusion

(2011) Mingli Song et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Laplacian Regularized Gaussian Mixture Model for Data Clustering

(2011) Xiaofei He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Online Blind Source Separation Using Incremental Nonnegative Matrix Factorization With Volume Constraint

(2011) Guoxu Zhou et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Non-Negative Patch Alignment Framework

(2011) Naiyang Guan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

m-SNE: Multiview Stochastic Neighbor Embedding

(2011) Bo Xie et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Linear and Nonlinear Projective Nonnegative Matrix Factorization

(2010) Zhirong Yang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Color to Gray: Visual Cue Preservation

(2010) Mingli Song et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval

(2009) Xiaofei He   IEEE TRANSACTIONS ON IMAGE PROCESSING

Bregman Divergence-Based Regularization for Transfer Subspace Learning

(2009) Si Si et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Stochastic Approximation Approach to Stochastic Programming

(2009) A. Nemirovski et al.   SIAM JOURNAL ON OPTIMIZATION

Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

(2008) Cédric Févotte et al.   NEURAL COMPUTATION

Incremental subspace learning via non-negative matrix factorization

(2008) Serhat S. Bucak et al.   PATTERN RECOGNITION