Dani Kiyasseh
3 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keyword Champion
(3)
Venues
Top co-authors
Research topics
Keywords
cardiac signal
(3)
contrastive learning
(2)
bayesian inference
(1)
self-supervised learning
(1)
supervised contrastive learning
(1)
bayesian active learning
(1)
consistency regularization
(1)
downstream task
(1)
patient representation
(1)
medical image retrieval
(1)
medical signal processing
(1)
patient embedding
(1)
oracle questioning
(1)
cardiac signal classification
(1)
clinical prototype learning
(1)
active learning
(1)
physiological data
(1)
semi-supervised learning
(1)
Papers
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals
ICML 2022
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients
ICML 2021
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age
NeurIPS 2021