Daniel Stanley Tan
4 papers · 2021–2025 · 3 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 Silver
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Taxonomy Completionist
(13)
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(2)
object detection
(1)
educational simulation
(1)
semantic consistency
(1)
image manifold
(1)
generative adversarial network
(1)
trust region
(1)
clinical note
(1)
noise-resilient learning
(1)
bayesian knowledge tracing
(1)
agent-based modeling
(1)
clinical note generation
(1)
physical adversarial attack
(1)
adversarial patch
(1)
defect classification
(1)
reliability evaluation
(1)
perceptual distance
(1)
memory-augmented auto-encoder
(1)
healthcare documentation
(1)
anomaly detection
(1)
Papers
Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation
ACL 2025
Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations
ACL 2025
Naturalistic Physical Adversarial Patch for Object Detectors
ICCV 2021
TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions
WACV 2021