Search Results for author: Hwidong Na

Found 6 papers, 2 papers with code

String-based Molecule Generation via Multi-decoder VAE

no code implementations23 Aug 2022 Kisoo Kwon, Kuhwan Jung, Junghyun Park, Hwidong Na, Jinwoo Shin

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 in artificial intelligence.

Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning

1 code implementation ICLR 2021 Namyeong Kwon, Hwidong Na, Gabriel Huang, Simon Lacoste-Julien

Model-agnostic meta-learning (MAML) is a popular method for few-shot learning but assumes that we have access to the meta-training set.

Few-Shot Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.