Search Results for author: Jeongwon Ryu

Found 3 papers, 1 papers with code

Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data

no code implementations28 Jan 2024 Young-Jae Park, Minseok Seo, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon, Yeji Choi

Our model provides predictions at 6-hour intervals for up to 72 hours in advance and outperforms both state-of-the-art data-driven methods and numerical weather prediction models.

Trajectory Prediction

Bag of Tricks for Domain Adaptive Multi-Object Tracking

1 code implementation31 May 2022 Minseok Seo, Jeongwon Ryu, Kwangjin Yoon

To maximize the performance on real data, we first propose to use pseudo-labeling that generates imperfect labels for real data using a model trained with synthetic dataset.

Multi-Object Tracking

An End-to-End Trainable Video Panoptic Segmentation Method usingTransformers

no code implementations8 Oct 2021 Jeongwon Ryu, Kwangjin Yoon

In this paper, we present an algorithm to tackle a video panoptic segmentation problem, a newly emerging area of research.

Multi-Object Tracking Segmentation +1

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