Search Results for author: Young-Jae Park

Found 3 papers, 2 papers with code

SingularTrajectory: Universal Trajectory Predictor Using Diffusion Model

1 code implementation27 Mar 2024 Inhwan Bae, Young-Jae Park, Hae-Gon Jeon

In this paper, we propose SingularTrajectory, a diffusion-based universal trajectory prediction framework to reduce the performance gap across the five tasks.

Denoising Domain Adaptation +2

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

High-fidelity 3D Human Digitization from Single 2K Resolution Images

1 code implementation CVPR 2023 Sang-Hun Han, Min-Gyu Park, Ju Hong Yoon, Ju-Mi Kang, Young-Jae Park, Hae-Gon Jeon

The low-resolution depth network predicts the global structure from a low-resolution image, and the part-wise image-to-normal network predicts the details of the 3D human body structure.

2k Vocal Bursts Intensity Prediction

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