Hoyoon Byun
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
zero-shot classification
(2)
contrastive learning
(1)
text classification
(1)
multimodal learning
(1)
posterior distribution
(1)
bayesian model averaging
(1)
out-of-variable generalization
(1)
pre-trained model
(1)
out-of-distribution detection
(1)
tabular data
(1)
bayesian neural network
(1)
embedding alignment
(1)
hallucination detection
(1)
few-shot classification
(1)
large language model
(1)
embedding comparison
(1)
robust fine-tuning
(1)
bayesian transfer learning
(1)
uniformity alignment
(1)
representation learning
(1)
Papers
Flat Posterior Does Matter For Bayesian Model Averaging
UAI 2025
LBC: Language-Based-Classifier for Out-Of-Variable Generalization
NAACL 2025
CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text
EMNLP 2024
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
NeurIPS 2023