Search Results for author: Gyeongnyeon Kim

Found 4 papers, 2 papers with code

MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation

1 code implementation21 Dec 2022 Jongbeom Baek, Gyeongnyeon Kim, Seonghoon Park, Honggyu An, Matteo Poggi, Seungryong Kim

We propose MaskingDepth, a novel semi-supervised learning framework for monocular depth estimation to mitigate the reliance on large ground-truth depth quantities.

Data Augmentation Domain Adaptation +5

InstaFormer: Instance-Aware Image-to-Image Translation with Transformer

1 code implementation CVPR 2022 Soohyun Kim, Jongbeom Baek, JiHye Park, Gyeongnyeon Kim, Seungryong Kim

By augmenting such tokens with an instance-level feature extracted from the content feature with respect to bounding box information, our framework is capable of learning an interaction between object instances and the global image, thus boosting the instance-awareness.

Image-to-Image Translation Translation

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