Hyungi Lee
12 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (24) 🤝 Dynamic Duo (12) 👑 Triple Crown 💎 Century Club · Bronze
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variational inference
(3)
neural process
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neural network ensemble
(2)
weight averaging
(2)
bayesian neural network
(2)
transfer learning
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motion forecasting
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lottery ticket hypothesis
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knowledge distillation
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hyperparameter optimization
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probabilistic modeling
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posterior sampling
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deep learning
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model fusion
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nonparametric learning
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bayesian inference
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posterior distribution
(1)
gaussian process
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time series
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function space
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Papers
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
ICLR 2025
Dimension Agnostic Neural Processes
ICLR 2025
Variational Bayesian Pseudo-Coreset
ICLR 2025
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling
ICLR 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
NeurIPS 2024
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning
ICLR 2024
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks
NeurIPS 2023
Martingale Posterior Neural Processes
ICLR 2023
Regularizing Towards Soft Equivariance Under Mixed Symmetries
ICML 2023
Traversing Between Modes in Function Space for Fast Ensembling
ICML 2023
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation
ICML 2022
Scale Mixtures of Neural Network Gaussian Processes
ICLR 2022