no code implementations • 22 May 2025 • Sangyong Lee, Subo Hwang, Dohoon Kim
In this paper, we propose MADCluster, a novel model-agnostic anomaly detection framework utilizing self-supervised clustering.
1 code implementation • CVPR 2024 • Jaeseok Byun, Dohoon Kim, Taesup Moon
We consider a critical issue of false negatives in Vision-Language Pre-training (VLP), a challenge that arises from the inherent many-to-many correspondence of image-text pairs in large-scale web-crawled datasets.
no code implementations • 20 Jul 2023 • Dohoon Kim, Shenghui Song
Power control for the device-to-device interference channel with single-antenna transceivers has been widely analyzed with both model-based methods and learning-based approaches.
1 code implementation • 2 May 2023 • Dohoon Kim, Minwoo Shin, Joonki Paik
We employ graph convolution using EdgeConv, which learns the local geometry and global structure of point cloud better than existing point-to-feature method.