Danny Eytan
6 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
physiological signal
(2)
representation learning
(1)
contrastive learning
(1)
feature learning
(1)
eeg classification
(1)
batch normalization
(1)
privacy preservation
(1)
time series classification
(1)
time series
(1)
artifact detection
(1)
convolutional neural network
(1)
recurrent neural network
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
neural differential equation
(1)
spectral representation
(1)
scientific discovery
(1)
class activation map
(1)
machine learning classifier
(1)
real-time analysis
(1)
Papers
Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data
MLHC 2024
Individualized Dosing Dynamics via Neural Eigen Decomposition
NeurIPS 2023
Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding
ICLR 2021
Using deep networks for scientific discovery in physiological signals
MLHC 2020
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU
MLHC 2018
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings
MLHC 2018