Hiroshi Morioka
5 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(8)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
AISTATS (3)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
contrastive learning
(1)
blind source separation
(1)
independent component analysis
(1)
causal discovery
(1)
unsupervised feature learning
(1)
causal structure
(1)
nonlinear independent component analysis
(1)
temporal dependency
(1)
multimodal datum
(1)
latent component
(1)
mutual independence
(1)
nonlinear mixing
(1)
stationary source
(1)
nonlinear vector autoregressive
(1)
independent innovation analysis
(1)
time-contrastive learning
(1)
temporal nonstationarity
(1)
Papers
Causal Representation Learning Made Identifiable by Grouping of Observational Variables
ICML 2024
Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data
AISTATS 2023
Independent Innovation Analysis for Nonlinear Vector Autoregressive Process
AISTATS 2021
Nonlinear ICA of Temporally Dependent Stationary Sources
AISTATS 2017
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
NIPS 2016