Dong Bok Lee
11 papers · 2020–2025 · 4 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (27) π€ Dynamic Duo (10)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Deep Learning
(6)
Learning Paradigms
(6)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Application Areas
(2)
Architectures
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Core AI
(2)
Core Methods
(2)
Generation
(2)
Models
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Applications
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(2)
large language model
(2)
variational autoencoder
(2)
model compression
(2)
self-supervised learning
(2)
few-shot learning
(1)
semi-supervised learning
(1)
representation learning
(1)
bilevel optimization
(1)
knowledge distillation
(1)
model distillation
(1)
machine translation
(1)
data augmentation
(1)
question answering
(1)
hierarchical model
(1)
style transfer
(1)
mutual information
(1)
transductive inference
(1)
question generation
(1)
transfer learning
(1)
Papers
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks
ICML 2025
Dimension Agnostic Neural Processes
ICLR 2025
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
ICLR 2025
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
ACL 2025
Self-Supervised Dataset Distillation for Transfer Learning
ICLR 2024
Self-Supervised Set Representation Learning for Unsupervised Meta-Learning
ICLR 2023
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
ICLR 2021
Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning
ICLR 2021
Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation
ICML 2021
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
ACL 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction
NeurIPS 2020