Search Results for author: SangWook Kim

Found 5 papers, 0 papers with code

MEDBind: Unifying Language and Multimodal Medical Data Embeddings

no code implementations19 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.

Language Modelling Large Language Model +2

GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects

no code implementations18 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.

6D Pose Estimation using RGB Object +1

Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications

no code implementations7 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.

COVID-19 Diagnosis Lesion Segmentation +3

Cannot find the paper you are looking for? You can Submit a new open access paper.