514 citations · 618 across the 4 of their papers we have counts for
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cs.LG2022★ 1 cited
String-based Molecule Generation via Multi-decoder VAE
Kisoo Kwon, Kuhwan Jung, Junghyun Park +2
In this paper, we investigate the problem of string-based molecular generation via variational autoencoders (VAEs) that have served a popular generative approach for various tasks…
cs.LG2021★ 6 cited
Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning
Namyeong Kwon, Hwidong Na, Gabriel Huang +1
Model-agnostic meta-learning (MAML) is a popular method for few-shot learning but assumes that we have access to the meta-training set. In practice, training on the meta-training s…