Tatsuya Yokota
5 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(3)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Computer Vision
(4)
Machine Learning
(4)
Core Methods
(4)
Processing
(4)
Data Science & Analytics
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Methods
(2)
Optimization
(2)
Optimization & Theory Β· Machine Learning
(2)
Computer Science
(1)
Domain-Specific
(1)
Foundations
(1)
Learning Types
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
tucker decomposition
(3)
tensor completion
(3)
low-rank tensor
(2)
image reconstruction
(2)
time series forecasting
(1)
fourier transform
(1)
matrix completion
(1)
primal-dual algorithm
(1)
nuclear norm regularization
(1)
nuclear norm
(1)
spatial pattern
(1)
autoregressive model
(1)
low-rank model
(1)
deep image prior
(1)
non-negative matrix factorization
(1)
fast algorithm
(1)
total variation regularization
(1)
multiple time series
(1)
visual data
(1)
tensor rank minimization
(1)
Papers
Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space
CVPR 2022
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting
AAAI 2020
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior
ICCV 2019
Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space
CVPR 2018
Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm
CVPR 2017