Ingyun Lee

2 accepted papers

2026

DivCon-NeRF: Diverse and Consistent Ray Augmentation for Few-Shot NeRF

Ingyun Lee, Jae Won Jang, Seunghyeon Seo, Nojun Kwak

IJCAI 2026

Neural Radiance Field (NeRF) has shown remarkable performance in novel view synthesis but requires numerous multiview images, limiting its practicality in few-shot scenarios. Ray augmentation has been proposed to alleviate overfitting caused by sparse training data by generating additional rays. How

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2024

Domain Generalization with Vital Phase Augmentation

Ingyun Lee, Wooju Lee, Hyun Myung

AAAI 2024technical

Deep neural networks have shown remarkable performance in image classification. However, their performance significantly deteriorates with corrupted input data. Domain generalization methods have been proposed to train robust models against out-of-distribution data. Data augmentation in the frequenc…

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