Causal discovery in conditional stationary time-series data : Towards causal discovery in videos

Causal discovery in conditional stationary time-series data : Towards causal discovery in videos

Performing causal reasoning in a scene is an inherent mechanism in human cognition; however, the majority of approaches in the causality literature aiming for this task still consider constrained scenarios, such as simple physical systems or stationary time-series data. In this work we aim for causa...

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Bibliographic Details
Main Author: Balsells Rodas, Carles
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2021
Subjects:
Causality
Causal discovery
Neural networks
Graph neural network
Time series
Non-stationary
Orsakssamband
Kausal upptäckt
Neurala nätverk
Diagram Neurala nätverk
Tidsföljder
Icke-stationär
Computer and Information Sciences
Data- och informationsvetenskap
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-304335

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-304335

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