Michael Wornow
5 papers · 2021–2025 · 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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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
foundation model
(3)
clinical prediction
(2)
long context
(2)
few-shot learning
(2)
electronic health record
(2)
model pretraining
(1)
state space model
(1)
model training
(1)
genomic sequence
(1)
task adaptation
(1)
long-range dependency
(1)
dna sequence
(1)
multimodal foundation model
(1)
business process management
(1)
evaluation harness
(1)
single nucleotide
(1)
implicit convolution
(1)
semantic segmentation
(1)
workflow documentation
(1)
image segmentation
(1)
Papers
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
ICLR 2025
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks
NeurIPS 2024
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
NeurIPS 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
NeurIPS 2023
Cut out the annotator, keep the cutout: better segmentation with weak supervision
ICLR 2021