Hyungi Lee

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Gaussian Process

Top Venues

Publications

Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. CoRR (2024)
Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. ICLR (2024)
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 (2024)
Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. ICLR (2024)
Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee
Martingale Posterior Neural Processes. CoRR (2023)
Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee
SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. CoRR (2023)
Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee
Traversing Between Modes in Function Space for Fast Ensembling. CoRR (2023)
Balhae Kim, Hyungi Lee, Juho Lee
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks. CoRR (2023)
Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee
Traversing Between Modes in Function Space for Fast Ensembling. ICML (2023)
Balhae Kim, Hyungi Lee, Juho Lee
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks. NeurIPS (2023)
Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee
Regularizing Towards Soft Equivariance Under Mixed Symmetries. ICML (2023)
Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee
Martingale Posterior Neural Processes. ICLR (2023)
Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee
Regularizing Towards Soft Equivariance Under Mixed Symmetries. CoRR (2023)
Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. CoRR (2022)
Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation. ICML (2022)
Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee
Scale Mixtures of Neural Network Gaussian Processes. ICLR (2022)
Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee
Scale Mixtures of Neural Network Gaussian Processes. CoRR (2021)
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)