Katsuhiko Ishiguro

According to our database1, Katsuhiko Ishiguro authored at least 36 papers between 2005 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks.
IEEE Geosci. Remote. Sens. Lett., 2024

2022
Multimodal Dish Pairing: Predicting Side Dishes to Serve with a Main Dish.
Proceedings of the CEA++@MM 2022: Proceedings of the 1st International Workshop on Multimedia for Cooking, 2022

2020
Data Transfer Approaches to Improve Seq-to-Seq Retrosynthesis.
CoRR, 2020

Learning Structured Latent Factors from Dependent Data: A Generative Model Framework from Information-Theoretic Perspective.
CoRR, 2020

Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks.
CoRR, 2020

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Graph Residual Flow for Molecular Graph Generation.
CoRR, 2019

Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks.
CoRR, 2019

2017
Averaged Collapsed Variational Bayes Inference.
J. Mach. Learn. Res., 2017

Robust unsupervised cluster matching for network data.
Data Min. Knowl. Discov., 2017

2016
Infinite Plaid Models for Infinite Bi-Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2014
Multichannel sound source dereverberation and separation for arbitrary number of sources based on Bayesian nonparametrics.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Bayesian Nonparametrics for Microphone Array Processing.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Creating Stories from Socially Curated Microblog Messages.
IEICE Trans. Inf. Syst., 2014

Collapsed Variational Bayes Inference of Infinite Relational Model.
CoRR, 2014

Rectangular Tiling Process.
Proceedings of the 31th International Conference on Machine Learning, 2014

2013
Image context discovery from socially curated contents.
Proceedings of the ACM Multimedia Conference, 2013

Non-Negative Multiple Matrix Factorization.
Proceedings of the IJCAI 2013, 2013

Non-negative Multiple Tensor Factorization.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012
Probabilistic Speaker Diarization With Bag-of-Words Representations of Speaker Angle Information.
IEEE Trans. Speech Audio Process., 2012

Subset Infinite Relational Models.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Extended Fisher Criterion Based on Auto-correlation Matrix Information.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Unified auditory functions based on Bayesian topic model.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Creating Stories: Social Curation of Twitter Messages.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Towards Automatic Image Understanding and Mining via Social Curation.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Bayesian Unification of Sound Source Localization and Separation with Permutation Resolution.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Mobile topigraphy: large-scale tag cloud visualization for mobiles.
Proceedings of the 20th International Conference on World Wide Web, 2011

Logitboost Extension for Early Classification of Sequences.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Object-Based Activity Recognition with Heterogeneous Sensors on Wrist.
Proceedings of the Pervasive Computing, 8th International Conference, 2010

Dynamic Infinite Relational Model for Time-varying Relational Data Analysis.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

SemiCCA: Efficient Semi-supervised Learning of Canonical Correlations.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-class Boosting for Early Classification of Sequences.
Proceedings of the British Machine Vision Conference, 2010

2009
A probabilistic speaker clustering for DOA-based diarization.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

2008
Simultaneous clustering and tracking unknown number of objects.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Methods for Quantifying the Causal Structure of bivariate Time Series.
Int. J. Bifurc. Chaos, 2007

2005
Inter-modal Learning and Object Concept Acquisition.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005


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