Siddharth Biswal
5 papers · 2019–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
MLHC (3)
AAAI (2)
Top co-authors
Keywords
attention mechanism
(2)
generative adversarial network
(2)
electronic health record
(2)
data augmentation
(1)
text generation
(1)
multimodal learning
(1)
adversarial training
(1)
synthetic data generation
(1)
markov chain monte carlo
(1)
max-margin classification
(1)
convolutional neural network
(1)
long short-term memory
(1)
recurrent neural network
(1)
variational autoencoder
(1)
hierarchical embedding
(1)
imbalanced learning
(1)
healthcare datum
(1)
amortized variational inference
(1)
report generation
(1)
clinical trial recruitment
(1)
Papers
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision
MLHC 2022
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders
MLHC 2021
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment
AAAI 2020
CONAN: Complementary Pattern Augmentation for Rare Disease Detection
AAAI 2020
EEGtoText: Learning to Write Medical Reports from EEG Recordings
MLHC 2019