Hawook Jeong — accepted AI-conference papers

2023

Balanced Energy Regularization Loss for Out-of-Distribution Detection

Hyunjun Choi, Hawook Jeong, Jin Young Choi

CVPR 2023poster

In the field of out-of-distribution (OOD) detection, a previous method that use auxiliary data as OOD data has shown promising performance. However, the method provides an equal loss to all auxiliary data to differentiate them from inliers. However, based on our observation, in various tasks, there…

Cited by 36 Source ↗PDF ↗code ↗Scholar ↗

2016

Visual Path Prediction in Complex Scenes With Crowded Moving Objects

YoungJoon Yoo, Kimin Yun, Sangdoo Yun, JongHee Hong, Hawook Jeong, Jin Young Choi

CVPR 2016poster

This paper proposes a novel path prediction algorithm for progressing one step further than the existing works focusing on single target path prediction. In this paper, we consider moving dynamics of co-occurring objects for path prediction in a scene that includes crowded moving objects. To solve t…

Cited by 44 PDF ↗Scholar ↗