Duhyeon Bang — accepted AI-conference papers

2022

Logit Mixing Training for More Reliable and Accurate Prediction

Duhyeon Bang, Kyungjune Baek, Jiwoo Kim, Yunho Jeon, Jin-Hwa Kim, Jiwon Kim +2

IJCAI 2022poster

When a person solves the multi-choice problem, she considers not only what is the answer but also what is not the answer. Knowing what choice is not the answer and utilizing the relationships between choices, she can improve the prediction accuracy. Inspired by this human reasoning process, we propo…

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2018

Improved Training of Generative Adversarial Networks Using Representative Features

Duhyeon Bang, Hyunjung Shim

ICML 2018oral

Despite the success of generative adversarial networks (GANs) for image generation, the trade-off between visual quality and image diversity remains a significant issue. This paper achieves both aims simultaneously by improving the stability of training GANs. The key idea of the proposed approach is…

Cited by 48 Source ↗PDF ↗code ↗Scholar ↗