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ORCIDHaebeom Lee
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2020 – today
- 2022
[c11]Seanie Lee, Haebeom Lee, Juho Lee, Sung Ju Hwang:
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning. ICLR 2022- [c10]Haebeom Lee, Hayeon Lee, Jaewoong Shin, Eunho Yang, Timothy M. Hospedales, Sung Ju Hwang:
Online Hyperparameter Meta-Learning with Hypergradient Distillation. ICLR 2022 - [i15]Boyan Gao, Henry Gouk, Haebeom Lee, Timothy M. Hospedales:
Meta Mirror Descent: Optimiser Learning for Fast Convergence. CoRR abs/2203.02711 (2022) - 2021
- [c9]Jaewoong Shin, Haebeom Lee, Boqing Gong, Sung Ju Hwang:
Large-Scale Meta-Learning with Continual Trajectory Shifting. ICML 2021: 9603-9613 - [i14]Jaewoong Shin, Haebeom Lee, Boqing Gong, Sung Ju Hwang:
Large-Scale Meta-Learning with Continual Trajectory Shifting. CoRR abs/2102.07215 (2021) - [i13]Haebeom Lee, Hayeon Lee, Jaewoong Shin, Eunho Yang, Timothy M. Hospedales, Sung Ju Hwang:
Online Hyperparameter Meta-Learning with Hypergradient Distillation. CoRR abs/2110.02508 (2021) - [i12]Seanie Lee, Haebeom Lee, Juho Lee, Sung Ju Hwang:
Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning. CoRR abs/2110.02600 (2021) - [i11]Jeffrey Ryan Willette, Haebeom Lee, Juho Lee, Sung Ju Hwang:
Meta Learning Low Rank Covariance Factors for Energy-Based Deterministic Uncertainty. CoRR abs/2110.06381 (2021) - 2020
- [c8]Haebeom Lee, Hayeon Lee, Donghyun Na, Saehoon Kim, Minseop Park, Eunho Yang, Sung Ju Hwang:
Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks. ICLR 2020 - [c7]Haebeom Lee, Taewook Nam, Eunho Yang, Sung Ju Hwang:
Meta Dropout: Learning to Perturb Latent Features for Generalization. ICLR 2020 - [c6]Seong-Jin Park, Seungju Han, Ji-Won Baek, Insoo Kim, Juhwan Song, Haebeom Lee, Jae-Joon Han, Sung Ju Hwang:
Meta Variance Transfer: Learning to Augment from the Others. ICML 2020: 7510-7520 - [c5]Seong Min Kye, Youngmoon Jung, Haebeom Lee, Sung Ju Hwang, Hoirin Kim:
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs. INTERSPEECH 2020: 2982-2986 - [c4]Jeongun Ryu, Jaewoong Shin, Haebeom Lee, Sung Ju Hwang:
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures. NeurIPS 2020 - [i10]Seong Min Kye, Haebeom Lee, Hoirin Kim, Sung Ju Hwang:
Transductive Few-shot Learning with Meta-Learned Confidence. CoRR abs/2002.12017 (2020) - [i9]Seong Min Kye, Youngmoon Jung, Haebeom Lee, Sung Ju Hwang, Hoirin Kim:
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs. CoRR abs/2004.02863 (2020) - [i8]Jeongun Ryu, Jaewoong Shin, Haebeom Lee, Sung Ju Hwang:
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures. CoRR abs/2006.07540 (2020)
2010 – 2019
- 2019
- [i7]Haebeom Lee, Taewook Nam, Eunho Yang, Sung Ju Hwang:
Meta Dropout: Learning to Perturb Features for Generalization. CoRR abs/1905.12914 (2019) - [i6]Donghyun Na, Haebeom Lee, Saehoon Kim, Minseop Park, Eunho Yang, Sung Ju Hwang:
Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks. CoRR abs/1905.12917 (2019) - [i5]Hayeon Lee, Donghyun Na, Haebeom Lee, Sung Ju Hwang:
Learning to Generalize to Unseen Tasks with Bilevel Optimization. CoRR abs/1908.01457 (2019) - 2018
- [c3]Haebeom Lee, Eunho Yang, Sung Ju Hwang:
Deep Asymmetric Multi-task Feature Learning. ICML 2018: 2962-2970 - [c2]Jay Heo, Haebeom Lee, Saehoon Kim, Juho Lee, Kwang Joon Kim, Eunho Yang, Sung Ju Hwang:
Uncertainty-Aware Attention for Reliable Interpretation and Prediction. NeurIPS 2018: 917-926 - [c1]Haebeom Lee, Juho Lee, Saehoon Kim, Eunho Yang, Sung Ju Hwang:
DropMax: Adaptive Variational Softmax. NeurIPS 2018: 927-937 - [i4]Jay Heo, Haebeom Lee, Saehoon Kim, Juho Lee, Kwang Joon Kim, Eunho Yang, Sung Ju Hwang:
Uncertainty-Aware Attention for Reliable Interpretation and Prediction. CoRR abs/1805.09653 (2018) - [i3]Juho Lee, Saehoon Kim, Jaehong Yoon
, Haebeom Lee, Eunho Yang, Sung Ju Hwang:
Adaptive Network Sparsification via Dependent Variational Beta-Bernoulli Dropout. CoRR abs/1805.10896 (2018) - 2017
- [i2]Haebeom Lee, Eunho Yang, Sung Ju Hwang:
Deep Asymmetric Multi-task Feature Learning. CoRR abs/1708.00260 (2017) - [i1]Haebeom Lee, Juho Lee, Eunho Yang, Sung Ju Hwang:
DropMax: Adaptive Stochastic Softmax. CoRR abs/1712.07834 (2017)
Coauthor Index
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