no code implementations • 19 Mar 2024 • Yuan Gao, SangWook Kim, David E Austin, Chris McIntosh
Medical vision-language pretraining models (VLPM) have achieved remarkable progress in fusing chest X-rays (CXR) with clinical texts, introducing image-text data binding approaches that enable zero-shot learning and downstream clinical tasks.
no code implementations • 18 Mar 2024 • Sungphill Moon, Hyeontae Son, Dongcheol Hur, SangWook Kim
Despite the progress of learning-based methods for 6D object pose estimation, the trade-off between accuracy and scalability for novel objects still exists.
no code implementations • 26 Sep 2023 • SangWook Kim, JiMin Lee, Jungye Kim, Bitbyeol Kim, Chang Heon Choi, Seongmoon Jung
Conclusions: SECT images were directly converted to the three parametric maps of DECT (i. e., VMIs, EAN, and RED).
no code implementations • 7 Sep 2023 • SangWook Kim, Thomas G. Purdie, Chris McIntosh
Multi-task learning (MTL) is a powerful approach in deep learning that leverages the information from multiple tasks during training to improve model performance.
no code implementations • CVPR 2023 • Jaehoon Choi, Dongki Jung, Taejae Lee, SangWook Kim, Youngdong Jung, Dinesh Manocha, Donghwan Lee
We present a new pipeline for acquiring a textured mesh in the wild with a single smartphone which offers access to images, depth maps, and valid poses.