Hiroshi Morioka

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 12

Top Topics

Blind Source Separation

Weakly Supervised

Home Environments

Independent Components Analysis

Top Venues

Publications

Aapo Hyvärinen, Ilyes Khemakhem, Hiroshi Morioka
Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning. Patterns 4 (10) (2023)
Hiroshi Morioka, Aapo Hyvärinen
Causal Representation Learning Made Identifiable by Grouping of Observational Variables. CoRR (2023)
Aapo Hyvärinen, Ilyes Khemakhem, Hiroshi Morioka
Nonlinear Independent Component Analysis for Principled Disentanglement in Unsupervised Deep Learning. CoRR (2023)
Hiroshi Morioka, Aapo Hyvärinen
Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data. AISTATS (2023)
Hiroshi Morioka, Hermanni Hälvä, Aapo Hyvärinen
Independent Innovation Analysis for Nonlinear Vector Autoregressive Process. AISTATS (2021)
Hiroshi Morioka, Vince D. Calhoun, Aapo Hyvärinen
Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits. NeuroImage 218 (2020)
Hiroshi Morioka, Aapo Hyvärinen
Independent innovation analysis for nonlinear vector autoregressive process. CoRR (2020)
Aapo Hyvärinen, Hiroshi Morioka
Nonlinear ICA of Temporally Dependent Stationary Sources. AISTATS (2017)
Takashi Nishimoto, Yoshiki Azuma, Hiroshi Morioka, Shin Ishii
Individual Identification by Resting-State EEG Using Common Dictionary Learning. ICANN (1) (2017)
Aapo Hyvärinen, Hiroshi Morioka
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA. NIPS (2016)
Aapo Hyvärinen, Hiroshi Morioka
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA. CoRR (2016)
Hiroshi Morioka, Atsunori Kanemura, Junichiro Hirayama, Manabu Shikauchi, Takeshi Ogawa, Shigeyuki Ikeda, Motoaki Kawanabe, Shin Ishii
Learning a common dictionary for subject-transfer decoding with resting calibration. NeuroImage 111 (2015)
Hiroshi Morioka, Atsunori Kanemura, Satoshi Morimoto, Taku Yoshioka, Shigeyuki Oba, Motoaki Kawanabe, Shin Ishii
Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information. NeuroImage 90 (2014)
Atsunori Kanemura, Yoichi Morales Saiki, Motoaki Kawanabe, Hiroshi Morioka, Nagasrikanth Kallakuri, Tetsushi Ikeda, Takahiro Miyashita, Norihiro Hagita, Shin Ishii
A waypoint-based framework in brain-controlled smart home environments: Brain interfaces, domotics, and robotics integration. IROS (2013)
Hiroshi Morioka, Sangkyu Yi, Osamu Hasegawa
Vision-based mobile robot's SLAM and navigation in crowded environments. IROS (2011)