Tatsuya Yokota

Orcid: 0000-0002-7368-2060

According to our database1, Tatsuya Yokota authored at least 57 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Broadcast Product: Shape-aligned Element-wise Multiplication and Beyond.
CoRR, 2024

Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Adaptive Block Sparse Regularization Under Arbitrary Linear Transform.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
ADMM-MM Algorithm for General Tensor Decomposition.
CoRR, 2023

A New Model for Tensor Completion: Smooth Convolutional Tensor Factorization.
IEEE Access, 2023

2022
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior.
IEEE Trans. Neural Networks Learn. Syst., 2022

Bayesian Tensor Completion and Decomposition with Automatic CP Rank Determination Using MGP Shrinkage Prior.
SN Comput. Sci., 2022

Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space.
CoRR, 2022

Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches.
CoRR, 2022

Subtype classification of malignant lymphoma using immunohistochemical staining pattern.
Int. J. Comput. Assist. Radiol. Surg., 2022

Fast Algorithm for Low-rank Tensor Completion in Delay-embedded Space.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020
Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction.
IEEE Signal Process. Lett., 2020

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Optimization of the Photon Path Length Probability Density Function-Simultaneous (PPDF-S) Method and Evaluation of CO<sub>2</sub> Retrieval Performance Under Dense Aerosol Conditions.
Sensors, 2019

Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior".
CoRR, 2019

Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation.
Int. J. Comput. Assist. Radiol. Surg., 2019

Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization.
IEEE Access, 2019

Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Super-Resolution of Magnetic Resonance Images via Convex Optimization with Local and Global Prior Regularization and Spectrum Fitting.
Int. J. Biomed. Imaging, 2018

Landmark-based reconstruction of 3D smooth structures from serial histological sections.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Tensor Completion with Shift-invariant Cosine Bases.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Simultaneous PET Image Reconstruction and Feature Extraction Method using Non-negative, Smooth, and Sparse Matrix Factorization.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria.
IEEE Trans. Signal Process., 2017

Aerosol Property Retrieval Algorithm over Northeast Asia from TANSO-CAI Measurements Onboard GOSAT.
Remote. Sens., 2017

Parametric PET Image Reconstruction via Regional Spatial Bases and Pharmacokinetic Time Activity Model.
Entropy, 2017

Restoration of Temporal Image Sequence from a Single Image Captured by a Correlation Image Sensor.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

An efficient method for adapting step-size parameters of primal-dual hybrid gradient method in application to total variation regularization.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

A robust PET image reconstruction using constrained non-negative matrix factorization.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016
Smooth PARAFAC Decomposition for Tensor Completion.
IEEE Trans. Signal Process., 2016

Correction: Dupuy, E., et al. Comparison of XH<sub>2</sub>O Retrieved from GOSAT Short-Wavelength Infrared Spectra with Observations from the TCCON Network. <i>Remote Sens</i>, 2016, <i>8</i>, 414.
Remote. Sens., 2016

Comparison of XH<sub>2</sub>O Retrieved from GOSAT Short-Wavelength Infrared Spectra with Observations from the TCCON Network.
Remote. Sens., 2016

Tensor completion via functional smooth component deflation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis.
Signal Process., 2015

Smooth PARAFAC Decomposition for Tensor Completion.
CoRR, 2015

EEG Correlates of Voice and Face Emotional Judgments in the Human Brain.
Cogn. Comput., 2015

A fast automatic low-rank determination algorithm for noisy matrix completion.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Long-Term Vicarious Calibration of GOSAT Short-Wave Sensors: Techniques for Error Reduction and New Estimates of Radiometric Degradation Factors.
IEEE Trans. Geosci. Remote. Sens., 2014

Multiple Kernel Learning for Quadratically Constrained MAP Classification.
IEICE Trans. Inf. Syst., 2014

Multilinear tensor rank estimation via Sparse Tucker Decomposition.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function.
IEEE Trans. Neural Networks Learn. Syst., 2013

Improvement of web-based data acquisition and management system for GOSAT validation lidar data analysis.
Proceedings of the Visualization and Data Analysis 2013, 2013

Heteroscedastic Gaussian based correction term for fisher discriminant analysis and its kernel extension.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Comparison of Cloud-Screening Methods Applied to GOSAT Near-Infrared Spectra.
IEEE Trans. Geosci. Remote. Sens., 2012

EEG Beta Range Dynamics and Emotional Judgments of Face and Voices.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011
Quadratically Constrained Maximum a Posteriori Estimation for Binary Classifier.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Seasonal variations of greenhouse gas column-averaged dry air mole fractions retrieved from SWIR spectra of GOSAT TANSO-FTS.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Support Vector Machines with Weighted Regularization.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2005
ILAS-II scientific results.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

1999
ILAS for stratospheric ozone layer monitoring: outline of data processing (Version 3.00 and 3.10) and validation experiments.
IEEE Trans. Geosci. Remote. Sens., 1999

1994
Retrieval algorithms for stratospheric aerosols based on ADEOS/ILAS measurements.
IEEE Trans. Geosci. Remote. Sens., 1994


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