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NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

IEEE transactions on signal processing, 2012-06, Vol.60 (6), p.2882-2898

2012

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Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

IEEE transaction on neural networks and learning systems, 2012-07, Vol.23 (7), p.1087-1099

2012

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Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

IEEE transactions on image processing, 2011-07, Vol.20 (7), p.2030-2048

2011

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HCPNet: Learning discriminative prototypes for few-shot remote sensing image scene classification

International journal of applied earth observation and geoinformation, 2023-09, Vol.123, p.103447, Article 103447

2023

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Correlation maximization machine for multi-modalities multiclass classification

Pattern analysis and applications : PAA, 2020-02, Vol.23 (1), p.349-358

2020

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Semi-Supervised Projective Non-Negative Matrix Factorization for Cancer Classification

PloS one, 2015-09, Vol.10 (9), p.e0138814-e0138814

2015

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Discriminant projective non-negative matrix factorization

PloS one, 2013-12, Vol.8 (12), p.e83291-e83291

2013

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Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization

PloS one, 2015-09, Vol.10 (9), p.e0137782-e0137782

2015

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Online multi-modal robust non-negative dictionary learning for visual tracking

PloS one, 2015-05, Vol.10 (5), p.e0124685-e0124685

2015

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Limited-memory fast gradient descent method for graph regularized nonnegative matrix factorization

PloS one, 2013-10, Vol.8 (10), p.e77162-e77162

2013

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Robust Semi-Supervised Non-Negative Matrix Factorization With Structured Normalization

IEEE access, 2019, Vol.7, p.133996-134013

2019

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Correction: Limited-Memory Fast Gradient Descent Method for Graph Regularized Nonnegative Matrix Factorization

PloS one, 2014-01, Vol.9 (1)

2014

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Gauss-Seidel based non-negative matrix factorization for gene expression clustering

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.2364-2368

2016

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Systematic Identification and Assessment of Therapeutic Targets for Breast Cancer Based on Genome-Wide RNA Interference Transcriptomes

Genes, 2017-02, Vol.8 (3), p.86

2017

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Cauchy sparse NMF with manifold regularization: A robust method for hyperspectral unmixing

Knowledge-based systems, 2019-11, Vol.184, p.104898, Article 104898

2019

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Truncated Cauchy Non-Negative Matrix Factorization

IEEE transactions on pattern analysis and machine intelligence, 2019-01, Vol.41 (1), p.246-259

2019

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Discriminative Locality Preserving Canonical Correlation Analysis

Pattern Recognition, p.341-349

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Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria

2015 IEEE International Conference on Systems, Man, and Cybernetics, 2015, p.2204-2209

2015

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Improved Collaborative Representation Classifier Based on l2-Regularized for Human Action Recognition

Journal of electrical and computer engineering, 2017, Vol.2017

2017

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Constraint-Relaxation Approach for Nonnegative Matrix Factorization: A Case Study

2015 IEEE International Conference on Systems, Man, and Cybernetics, 2015, p.2192-2197

2015

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Audio visual speech recognition with multimodal recurrent neural networks

2017 International Joint Conference on Neural Networks (IJCNN), 2017, p.681-688

2017

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Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.2534-2538

2014

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MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-13

2024

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MSIF: Multisize Inference Fusion-Based False Alarm Elimination for Ship Detection in Large-Scale SAR Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-11

2022

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Few-shot remote sensing image scene classification: Recent advances, new baselines, and future trends

ISPRS journal of photogrammetry and remote sensing, 2024-03, Vol.209, p.368-382

2024

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NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation

Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

HCPNet: Learning discriminative prototypes for few-shot remote sensing image scene classification

Correlation maximization machine for multi-modalities multiclass classification

Semi-Supervised Projective Non-Negative Matrix Factorization for Cancer Classification

Discriminant projective non-negative matrix factorization

Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization

Online multi-modal robust non-negative dictionary learning for visual tracking

Limited-memory fast gradient descent method for graph regularized nonnegative matrix factorization

Robust Semi-Supervised Non-Negative Matrix Factorization With Structured Normalization

Correction: Limited-Memory Fast Gradient Descent Method for Graph Regularized Nonnegative Matrix Factorization

Gauss-Seidel based non-negative matrix factorization for gene expression clustering

Systematic Identification and Assessment of Therapeutic Targets for Breast Cancer Based on Genome-Wide RNA Interference Transcriptomes

Cauchy sparse NMF with manifold regularization: A robust method for hyperspectral unmixing

Truncated Cauchy Non-Negative Matrix Factorization

Discriminative Locality Preserving Canonical Correlation Analysis

Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria

Improved Collaborative Representation Classifier Based on l2-Regularized for Human Action Recognition

Constraint-Relaxation Approach for Nonnegative Matrix Factorization: A Case Study

Audio visual speech recognition with multimodal recurrent neural networks

Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation

MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification

MSIF: Multisize Inference Fusion-Based False Alarm Elimination for Ship Detection in Large-Scale SAR Images

Few-shot remote sensing image scene classification: Recent advances, new baselines, and future trends

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