Search Results for author: Sunkyung Kim

Found 3 papers, 2 papers with code

Sequential Cross Attention Based Multi-task Learning

1 code implementation6 Sep 2022 Sunkyung Kim, Hyesong Choi, Dongbo Min

The cross-task attention module (CTAM) is first applied to facilitate the exchange of relevant information between the multiple task features of the same scale.

Multi-Task Learning Scene Understanding

Pseudo Label-Guided Multi Task Learning for Scene Understanding

no code implementations1 Jan 2021 Sunkyung Kim, Hyesong Choi, Dongbo Min

More importantly, the pseudo depth labels serve to impose a cross-view consistency on the estimated monocular depth and segmentation maps of two views.

Monocular Depth Estimation Multi-Task Learning +5

Adaptive confidence thresholding for monocular depth estimation

1 code implementation ICCV 2021 Hyesong Choi, Hunsang Lee, Sunkyung Kim, Sunok Kim, Seungryong Kim, Kwanghoon Sohn, Dongbo Min

To cope with the prediction error of the confidence map itself, we also leverage the threshold network that learns the threshold dynamically conditioned on the pseudo depth maps.

Monocular Depth Estimation Stereo Matching

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