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ORCIDHiroshi Morioka
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2020 – today
- 2024
[c8]Hiroshi Morioka, Aapo Hyvärinen:
Causal Representation Learning Made Identifiable by Grouping of Observational Variables. ICML 2024- 2023
- [j4]Aapo Hyvärinen
, Ilyes Khemakhem, Hiroshi Morioka:
Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning. Patterns 4(10): 100844 (2023) - [c7]Hiroshi Morioka, Aapo Hyvärinen:
Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data. AISTATS 2023: 3399-3426 - [i4]Aapo Hyvärinen, Ilyes Khemakhem, Hiroshi Morioka:
Nonlinear Independent Component Analysis for Principled Disentanglement in Unsupervised Deep Learning. CoRR abs/2303.16535 (2023) - [i3]Hiroshi Morioka, Aapo Hyvärinen:
Causal Representation Learning Made Identifiable by Grouping of Observational Variables. CoRR abs/2310.15709 (2023) - 2021
- [c6]Hiroshi Morioka, Hermanni Hälvä, Aapo Hyvärinen:
Independent Innovation Analysis for Nonlinear Vector Autoregressive Process. AISTATS 2021: 1549-1557 - 2020
- [j3]Hiroshi Morioka, Vince D. Calhoun, Aapo Hyvärinen:
Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits. NeuroImage 218: 116989 (2020) - [i2]Hiroshi Morioka, Aapo Hyvärinen:
Independent innovation analysis for nonlinear vector autoregressive process. CoRR abs/2006.10944 (2020)
2010 – 2019
- 2017
- [c5]Aapo Hyvärinen, Hiroshi Morioka:
Nonlinear ICA of Temporally Dependent Stationary Sources. AISTATS 2017: 460-469 - [c4]Takashi Nishimoto, Yoshiki Azuma, Hiroshi Morioka, Shin Ishii:
Individual Identification by Resting-State EEG Using Common Dictionary Learning. ICANN (1) 2017: 199-207 - 2016
- [c3]Aapo Hyvärinen, Hiroshi Morioka:
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA. NIPS 2016: 3765-3773 - [i1]Aapo Hyvärinen, Hiroshi Morioka:
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA. CoRR abs/1605.06336 (2016) - 2015
- [b1]Hiroshi Morioka:
Analysis Methods toward Brain-Machine Interfaces in Real Environments. Kyoto University, Japan, 2015 - [j2]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: 167-178 (2015) - 2014
- [j1]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: 128-139 (2014) - 2013
- [c2]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: 865-870 - 2011
- [c1]Hiroshi Morioka, Sangkyu Yi, Osamu Hasegawa:
Vision-based mobile robot's SLAM and navigation in crowded environments. IROS 2011: 3998-4005
Coauthor Index
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