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Hyungi Lee
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2020 – today
- 2024
- [c9]Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee:
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. ICLR 2024 - [c8]Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee:
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. ICLR 2024 - [i9]Jungwon Choi, Hyungi Lee, Byung-Hoon Kim, Juho Lee:
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain. CoRR abs/2403.06432 (2024) - [i8]Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee:
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. CoRR abs/2403.07282 (2024) - 2023
- [c7]Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee:
Martingale Posterior Neural Processes. ICLR 2023 - [c6]Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee:
Regularizing Towards Soft Equivariance Under Mixed Symmetries. ICML 2023: 16712-16727 - [c5]Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee:
Traversing Between Modes in Function Space for Fast Ensembling. ICML 2023: 40555-40577 - [c4]Balhae Kim, Hyungi Lee, Juho Lee:
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks. NeurIPS 2023 - [i7]Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong
, Juho Lee:
Martingale Posterior Neural Processes. CoRR abs/2304.09431 (2023) - [i6]Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee:
SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. CoRR abs/2305.14852 (2023) - [i5]Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee:
Regularizing Towards Soft Equivariance Under Mixed Symmetries. CoRR abs/2306.00356 (2023) - [i4]Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee:
Traversing Between Modes in Function Space for Fast Ensembling. CoRR abs/2306.11304 (2023) - [i3]Balhae Kim, Hyungi Lee, Juho Lee:
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks. CoRR abs/2310.17852 (2023) - 2022
- [c3]Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee:
Scale Mixtures of Neural Network Gaussian Processes. ICLR 2022 - [c2]Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee:
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. ICML 2022: 16353-16367 - [i2]Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee:
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. CoRR abs/2206.15047 (2022) - 2021
- [i1]Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee:
Scale Mixtures of Neural Network Gaussian Processes. CoRR abs/2107.01408 (2021)
2010 – 2019
- 2015
- [c1]Kyunguk Na, Dongseop Lee, Hyungi Lee, Kyoungsik Jung, Hangseok Choi:
Optimum Configuration of Helical Piles with Material Cost Minimized by Harmony Search Algorithm. ICHSA 2015: 329-340
Coauthor Index
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