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2020 – today
- 2024
[c8]Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee:
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. ICLR 2024- [c7]Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee:
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. ICLR 2024 - [c6]Giung Nam, Byeongho Heo, Juho Lee:
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance. ICLR 2024 - [i8]Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee:
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling. CoRR abs/2403.07282 (2024) - [i7]Giung Nam, Byeongho Heo, Juho Lee:
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance. CoRR abs/2404.00860 (2024) - 2023
- [c5]Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee:
Martingale Posterior Neural Processes. ICLR 2023 - [c4]Giung Nam, Sunguk Jang, Juho Lee:
Decoupled Training for Long-Tailed Classification With Stochastic Representations. ICLR 2023 - [c3]Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee:
Traversing Between Modes in Function Space for Fast Ensembling. ICML 2023: 40555-40577 - [i6]Giung Nam, Sunguk Jang, Juho Lee:
Decoupled Training for Long-Tailed Classification With Stochastic Representations. CoRR abs/2304.09426 (2023) - [i5]Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong
, Juho Lee:
Martingale Posterior Neural Processes. CoRR abs/2304.09431 (2023) - [i4]Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee:
SWAMP: Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning. CoRR abs/2305.14852 (2023) - [i3]Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee:
Traversing Between Modes in Function Space for Fast Ensembling. CoRR abs/2306.11304 (2023) - 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
- [c1]Giung Nam, Jongmin Yoon, Yoonho Lee, Juho Lee:
Diversity Matters When Learning From Ensembles. NeurIPS 2021: 8367-8377 - [i1]Giung Nam, Jongmin Yoon, Yoonho Lee, Juho Lee:
Diversity Matters When Learning From Ensembles. CoRR abs/2110.14149 (2021)
Coauthor Index
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