Hiroshi Morioka
5 papers · 2016–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
representation learning
(2)
contrastive learning
(1)
statistical consistency
(1)
blind source separation
(1)
independent component analysis
(1)
causal discovery
(1)
unsupervised feature learning
(1)
causal structure
(1)
nonlinear independent component analysis
(1)
identifiability
(1)
temporal dependency
(1)
multimodal data
(1)
latent component
(1)
latent confounder
(1)
mutual independence
(1)
nonlinear mixing
(1)
stationary source
(1)
nonlinear vector autoregressive
(1)
independent innovation analysis
(1)
time-contrastive learning
(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
NeurIPS 2016