Corey D Barrett
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
retrieval-augmented generation
(2)
contrastive learning
(1)
stochastic gradient descent
(1)
multi-task learning
(1)
embedding learning
(1)
information retrieval
(1)
intrinsic dimensionality
(1)
learning rate scheduling
(1)
model convergence
(1)
training dynamics
(1)
mixture of expert
(1)
text embedding
(1)
multimodal reasoning
(1)
chest x-ray
(1)
contrastive training
(1)
temperature parameter
(1)
learning rate scheduler
(1)
clinical reasoning
(1)
embedding model
(1)
task specialization
(1)
Papers
RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows
MIDL 2026
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models
ACL 2025
Effective post-training embedding compression via temperature control in contrastive training
ICLR 2025
Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models
EMNLP 2024