Hyungi Lee

According to our database, Hyungi Lee authored at least 12 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series.

Byoungwoo Park, Hyungi Lee, Juho Lee

CoRR, 2024

Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain.

Jungwon Choi, Hyungi Lee, Byung-Hoon Kim, Juho Lee

CoRR, 2024

Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling.

Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning.

Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning.

Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee

CoRR, 2023

Function Space Bayesian Pseudocoreset for Bayesian Neural Networks.

Balhae Kim, Hyungi Lee, Juho Lee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Traversing Between Modes in Function Space for Fast Ensembling.

Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee

Proceedings of the International Conference on Machine Learning, 2023

Regularizing Towards Soft Equivariance Under Mixed Symmetries.

Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee

Proceedings of the International Conference on Machine Learning, 2023

Martingale Posterior Neural Processes.

Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation.

Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee

Proceedings of the International Conference on Machine Learning, 2022

Scale Mixtures of Neural Network Gaussian Processes.

Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee

Proceedings of the Tenth International Conference on Learning Representations, 2022

2015

Optimum Configuration of Helical Piles with Material Cost Minimized by Harmony Search Algorithm.

Kyunguk Na, Dongseop Lee, Hyungi Lee, Kyoungsik Jung, Hangseok Choi

Proceedings of the Harmony Search Algorithm, 2015