Inter-modal Learning and Object Concept Acquisition. - Katsuhiko Ishiguro; Nobuyuki Otsu; Yasuo Kuniyoshi (MVA, 2005)

Methods for Quantifying the Causal Structure of bivariate Time Series. - Max Lungarella; Katsuhiko Ishiguro; Yasuo Kuniyoshi; Nobuyuki Otsu (Int. J. Bifurc. Chaos, 2007)

Simultaneous clustering and tracking unknown number of objects. - Katsuhiko Ishiguro; Takeshi Yamada; Naonori Ueda (CVPR, 2008)

A probabilistic speaker clustering for DOA-based diarization. - Katsuhiko Ishiguro; Takeshi Yamada; Shoko Araki; Tomohiro Nakatani (WASPAA, 2009)

Multi-class Boosting for Early Classification of Sequences. - Katsuhiko Ishiguro; Hiroshi Sawada; Hitoshi Sakano (BMVC, 2010)

Dynamic Infinite Relational Model for Time-varying Relational Data Analysis. - Katsuhiko Ishiguro; Tomoharu Iwata; Naonori Ueda; Joshua B. Tenenbaum (NIPS, 2010)

Object-Based Activity Recognition with Heterogeneous Sensors on Wrist. - Takuya Maekawa; Yutaka Yanagisawa; Yasue Kishino; Katsuhiko Ishiguro; Koji Kamei; Yasushi Sakurai; Takeshi Okadome (Pervasive, 2010)

Logitboost Extension for Early Classification of Sequences. - Tomoyuki Fujino; Katsuhiko Ishiguro; Hiroshi Sawada (CAIP (1), 2011)

Mobile topigraphy: large-scale tag cloud visualization for mobiles. - Tatsushi Matsubayashi; Katsuhiko Ishiguro (WWW (Companion Volume), 2011)

Bayesian Unification of Sound Source Localization and Separation with Permutation Resolution. - Takuma Otsuka; Katsuhiko Ishiguro; Hiroshi Sawada; Hiroshi G. Okuno (AAAI, 2012)

Towards Automatic Image Understanding and Mining via Social Curation. - Katsuhiko Ishiguro; Akisato Kimura; Koh Takeuchi 001 (ICDM, 2012)

Creating Stories: Social Curation of Twitter Messages. - Kevin Duh; Tsutomu Hirao; Akisato Kimura; Katsuhiko Ishiguro; Tomoharu Iwata; Ching-man Au Yeung (ICWSM, 2012)

Unified auditory functions based on Bayesian topic model. - Takuma Otsuka; Katsuhiko Ishiguro; Hiroshi Sawada; Hiroshi G. Okuno (IROS, 2012)

Extended Fisher Criterion Based on Auto-correlation Matrix Information. - Hitoshi Sakano; Tsukasa Ohashi; Akisato Kimura; Hiroshi Sawada; Katsuhiko Ishiguro (SSPR/SPR, 2012)

Subset Infinite Relational Models. - Katsuhiko Ishiguro; Naonori Ueda; Hiroshi Sawada (AISTATS, 2012)

Probabilistic Speaker Diarization With Bag-of-Words Representations of Speaker Angle Information. - Katsuhiko Ishiguro; Takeshi Yamada; Shoko Araki; Tomohiro Nakatani; Hiroshi Sawada (IEEE Trans. Speech Audio Process., 2012)

Non-negative Multiple Tensor Factorization. - Koh Takeuchi 001; Ryota Tomioka; Katsuhiko Ishiguro; Akisato Kimura; Hiroshi Sawada (ICDM, 2013)

Non-Negative Multiple Matrix Factorization. - Koh Takeuchi 001; Katsuhiko Ishiguro; Akisato Kimura; Hiroshi Sawada (IJCAI, 2013)

Image context discovery from socially curated contents. - Akisato Kimura; Katsuhiko Ishiguro; Makoto Yamada; Alejandro Marcos Alvarez; Kaori Kataoka; Kazuhiko Murasaki (ACM Multimedia, 2013)

SemiCCA: Efficient Semi-supervised Learning of Canonical Correlations. - Akisato Kimura; Masashi Sugiyama; Takuho Nakano; Hirokazu Kameoka; Hitoshi Sakano; Eisaku Maeda; Katsuhiko Ishiguro (Inf. Media Technol., 2013)

Rectangular Tiling Process. - Masahiro Nakano; Katsuhiko Ishiguro; Akisato Kimura; Takeshi Yamada; Naonori Ueda (ICML, 2014)

Collapsed Variational Bayes Inference of Infinite Relational Model. - Katsuhiko Ishiguro; Issei Sato; Naonori Ueda (CoRR, 2014)

Creating Stories from Socially Curated Microblog Messages. - Akisato Kimura; Kevin Duh; Tsutomu Hirao; Katsuhiko Ishiguro; Tomoharu Iwata; Albert Au Yeung (IEICE Trans. Inf. Syst., 2014)

Bayesian Nonparametrics for Microphone Array Processing. - Takuma Otsuka; Katsuhiko Ishiguro; Hiroshi Sawada; Hiroshi G. Okuno (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Multichannel sound source dereverberation and separation for arbitrary number of sources based on Bayesian nonparametrics. - Takuma Otsuka; Katsuhiko Ishiguro; Takuya Yoshioka; Hiroshi Sawada; Hiroshi G. Okuno (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Infinite Plaid Models for Infinite Bi-Clustering. - Katsuhiko Ishiguro; Issei Sato; Masahiro Nakano; Akisato Kimura; Naonori Ueda (AAAI, 2016)

Robust unsupervised cluster matching for network data. - Tomoharu Iwata; Katsuhiko Ishiguro (Data Min. Knowl. Discov., 2017)

Averaged Collapsed Variational Bayes Inference. - Katsuhiko Ishiguro; Issei Sato; Naonori Ueda (J. Mach. Learn. Res., 2017)

Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks. - Katsuhiko Ishiguro; Shin-ichi Maeda; Masanori Koyama (CoRR, 2019)

Graph Residual Flow for Molecular Graph Generation. - Shion Honda; Hirotaka Akita; Katsuhiko Ishiguro; Toshiki Nakanishi; Kenta Oono (CoRR, 2019)

Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective. - Ruixiang Zhang; Masanori Koyama; Katsuhiko Ishiguro (ICML, 2020)

Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks. - Katsuhiko Ishiguro; Kenta Oono; Kohei Hayashi (CoRR, 2020)

Learning Structured Latent Factors from Dependent Data: A Generative Model Framework from Information-Theoretic Perspective. - Ruixiang Zhang; Masanori Koyama; Katsuhiko Ishiguro (CoRR, 2020)

Data Transfer Approaches to Improve Seq-to-Seq Retrosynthesis. - Katsuhiko Ishiguro; Kazuya Ujihara; Ryohto Sawada; Hirotaka Akita; Masaaki Kotera (CoRR, 2020)

Multimodal Dish Pairing: Predicting Side Dishes to Serve with a Main Dish. - Taichi Nishimura; Katsuhiko Ishiguro; Keita Higuchi; Masaaki Kotera (CEA++@MM, 2022)

PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling With Masked Networks. - Shunya Kato; Masaki Saito; Katsuhiko Ishiguro; Sol Cummings (IEEE Geosci. Remote. Sens. Lett., 2024)