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Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations

Signal processing, 2024-05, Vol.218, p.109355, Article 109355

2024

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A New Bayesian Approach to Global Optimization on Parametrized Surfaces in $$\mathbb {R}^{3}

Journal of optimization theory and applications, 2024-07

2024

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Learning, inference, and prediction on probability density functions with constrained Gaussian processes

Information sciences, 2023-09, Vol.642, p.119068, Article 119068

2023

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Bayesian cluster analysis for registration and clustering homogeneous subgroups in multidimensional functional data

Communications in statistics. Theory and methods, 2022-04, Vol.51 (7), p.2242-2258

2022

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Learning and Regression on the Grassmannian

PRICAI 2023: Trends in Artificial Intelligence, p.66-78

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A New Framework for Classifying Probability Density Functions

Machine Learning and Knowledge Discovery in Databases: Research Track, p.507-522

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A scalable approximate Bayesian inference for high-dimensional Gaussian processes

Communications in statistics. Theory and methods, 2022-09, Vol.51 (17), p.5937-5956

2022

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Bayesian regression and classification using Gaussian process priors indexed by probability density functions

Information sciences, 2021-02, Vol.548, p.56-68

2021

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Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes

IEEE transactions on image processing, 2022, Vol.31, p.2598-2607

2022

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Cochlear shape distinguishes southern African early hominin taxa with unique auditory ecologies

Scientific reports, 2021-08, Vol.11 (1), p.17018-17018, Article 17018

2021

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Bayesian regression and classification using Gaussian process priors indexed by probability density functions

Information sciences, 2021-02, Vol.548, p.56-68

2021

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Cochlear shape reveals that the human organ of hearing is sex-typed from birth

Scientific reports, 2019-12, Vol.9 (1)

2019

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Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling

Geometric Structures of Statistical Physics, Information Geometry, and Learning, p.356-373

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Manifold-Based Inference for a Supervised Gaussian Process Classifier

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.4239-4243

2018

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A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves

Proceedings of the 12th International Symposium on Information and Communication Technology, 2023, p.615-622

2023

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Corrigendum to “Improved domain adaptive object detector via adversarial feature learning” [Comput. Vis. Image Underst. 230 (2023) 103660]

Computer vision and image understanding, 2023-12, Vol.237, p.103685, Article 103685

2023

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Unsupervised thermal-to-visible domain adaptation method for pedestrian detection

Pattern recognition letters, 2022-01, Vol.153, p.222-231

2022

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Improved domain adaptive object detector via adversarial feature learning

Computer vision and image understanding, 2023-04, Vol.230, p.103660, Article 103660

2023

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Feature distribution alignments for object detection in the thermal domain

The Visual computer, 2023-03, Vol.39 (3), p.1081-1093

2023

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Thermal Image Enhancement using Generative Adversarial Network for Pedestrian Detection

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.6509-6516

2021

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Comparative Study of Enhanced Methods for Intelligent Segmentation of Brain Tissue in 3D/2D MRI Brain Images Through Multiple Thresholding

2023 IEEE International Conference on Artificial Intelligence & Green Energy (ICAIGE), 2023, p.1-5

2023

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A Case Report of Progressive Multifocal Leukoencephalopathy in Peritoneal Dialysis

World journal of nephrology and urology, 2017, Vol.6 (3-4), p.35-39

2017

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End to End Neural Network Application for Ultrasonic Computed Tomography Image Recognition

2023 IEEE International Conference on Artificial Intelligence & Green Energy (ICAIGE), 2023, p.1-5

2023

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Reduced-rank spectral mixtures Gaussian processes for probabilistic time–frequency representations

A New Bayesian Approach to Global Optimization on Parametrized Surfaces in $$\mathbb {R}^{3}

Learning, inference, and prediction on probability density functions with constrained Gaussian processes

Bayesian cluster analysis for registration and clustering homogeneous subgroups in multidimensional functional data

Learning and Regression on the Grassmannian

A New Framework for Classifying Probability Density Functions

A scalable approximate Bayesian inference for high-dimensional Gaussian processes

Bayesian regression and classification using Gaussian process priors indexed by probability density functions

Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes

Cochlear shape distinguishes southern African early hominin taxa with unique auditory ecologies

Bayesian regression and classification using Gaussian process priors indexed by probability density functions

Cochlear shape reveals that the human organ of hearing is sex-typed from birth

Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling

Manifold-Based Inference for a Supervised Gaussian Process Classifier

A Shrinkage Method for Learning, Registering and Clustering Shapes of Curves

Corrigendum to “Improved domain adaptive object detector via adversarial feature learning” [Comput. Vis. Image Underst. 230 (2023) 103660]

Unsupervised thermal-to-visible domain adaptation method for pedestrian detection

Improved domain adaptive object detector via adversarial feature learning

Feature distribution alignments for object detection in the thermal domain

Thermal Image Enhancement using Generative Adversarial Network for Pedestrian Detection

Comparative Study of Enhanced Methods for Intelligent Segmentation of Brain Tissue in 3D/2D MRI Brain Images Through Multiple Thresholding

A Case Report of Progressive Multifocal Leukoencephalopathy in Peritoneal Dialysis

End to End Neural Network Application for Ultrasonic Computed Tomography Image Recognition

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