Jea Kwon
4 papers · 2023–2026 · 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
(11)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Computer Vision
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
visual cortex
(1)
mutual information
(1)
receptive field
(1)
convolutional neural network
(1)
feed-forward network
(1)
training data
(1)
parametric knowledge
(1)
knowledge utilization
(1)
moral uncertainty
(1)
memory consolidation
(1)
human-ai alignment
(1)
large kernel
(1)
place cell
(1)
nmda receptor
(1)
hippocampal representation
(1)
binary entropy
(1)
in-context knowledge
(1)
intra-document repetition
(1)
Papers
Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment
AAAI 2026
How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models
ACL 2026
Brain-inspired L_p-Convolution benefits large kernels and aligns better with visual cortex
ICLR 2025
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
NeurIPS 2023