Michael Wornow
5 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (2)
Top co-authors
Keywords
foundation model
(2)
transfer learning
(1)
in-context learning
(1)
model pretraining
(1)
clinical prediction
(1)
genomic sequence
(1)
electronic health record
(1)
task adaptation
(1)
long context
(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)
few-shot learning
(1)
workflow documentation
(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
NIPS 2024
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
NIPS 2023
Cut out the annotator, keep the cutout: better segmentation with weak supervision
ICLR 2021