Zobrazeno 1 - 10
of 4 462
pro vyhledávání: '"Jiwoong An"'
Autor:
Sohn, Jiwoong, Park, Yein, Yoon, Chanwoong, Park, Sihyeon, Hwang, Hyeon, Sung, Mujeen, Kim, Hyunjae, Kang, Jaewoo
Large language models (LLM) hold significant potential for applications in biomedicine, but they struggle with hallucinations and outdated knowledge. While retrieval-augmented generation (RAG) is generally employed to address these issues, it also ha
Externí odkaz:
http://arxiv.org/abs/2411.00300
Autor:
Durasov, Nikita, Mahmood, Rafid, Choi, Jiwoong, Law, Marc T., Lucas, James, Fua, Pascal, Alvarez, Jose M.
3D object detection is an essential task for computer vision applications in autonomous vehicles and robotics. However, models often struggle to quantify detection reliability, leading to poor performance on unfamiliar scenes. We introduce a framewor
Externí odkaz:
http://arxiv.org/abs/2410.23910
Autor:
Park, Jiwoong, Shen, Yang
How can diffusion models process 3D geometries in a coarse-to-fine manner, akin to our multiscale view of the world? In this paper, we address the question by focusing on a fundamental biochemical problem of generating 3D molecular conformers conditi
Externí odkaz:
http://arxiv.org/abs/2410.20255
Existing causal inference (CI) models are limited to primarily handling low-dimensional confounders and singleton actions. We propose an autoregressive (AR) CI framework capable of handling complex confounders and sequential actions common in modern
Externí odkaz:
http://arxiv.org/abs/2409.18581
Autor:
Jang, Jiwoong, Tran, Hung V.
Here, we study a discrete Coagulation-Fragmentation equation with a multiplicative coagulation kernel and a constant fragmentation kernel, which is critical. We apply the discrete Bernstein transform to the original Coagulation-Fragmentation equation
Externí odkaz:
http://arxiv.org/abs/2409.17974
Research question: We test whether a plane shoulder radiograph can be used together with deep learning methods to identify patients with rotator cuff tears as opposed to using an MRI in standard of care. Findings: By integrating convolutional block a
Externí odkaz:
http://arxiv.org/abs/2408.09894
Autor:
Nitu, Iuliana, Keith, Michael, Champion, David, Cognard, Ismael, Desvignes, Gregory, Guillemot, Lucas, Guo, Yanjun, Hu, Huanchen, Jang, Jiwoong, Jawor, Jedrzej, Karuppusamy, Ramesh, Keane, Evan, Kramer, Michael, Lackeos, Kristen, Liu, Kuo, Main, Robert, Perrodin, Delphine, Porayko, Nataliya, Shaifullah, Golam, Theureau, Gilles
In this work, we investigated the presence of strictly periodic, as well as quasi-periodic signals, in the timing of the 25 millisecond pulsars from the EPTA DR2 dataset. This is especially interesting in the context of the recent hints of a gravitat
Externí odkaz:
http://arxiv.org/abs/2408.09795
Autor:
Geonhui Son, Taejoon Eo, Jiwoong An, Dong Jun Oh, Yejee Shin, Hyenogseop Rha, You Jin Kim, Yun Jeong Lim, Dosik Hwang
Publikováno v:
Diagnostics, Vol 12, Iss 8, p 1858 (2022)
By automatically classifying the stomach, small bowel, and colon, the reading time of the wireless capsule endoscopy (WCE) can be reduced. In addition, it is an essential first preprocessing step to localize the small bowel in order to apply automate
Externí odkaz:
https://doaj.org/article/aa807aeffdab4c49a2cc577fb34d7a30
Autor:
Khan, Aisha Urooj, Garrett, John, Bradshaw, Tyler, Salkowski, Lonie, Jeong, Jiwoong Jason, Tariq, Amara, Banerjee, Imon
A visual-language model (VLM) pre-trained on natural images and text pairs poses a significant barrier when applied to medical contexts due to domain shift. Yet, adapting or fine-tuning these VLMs for medical use presents considerable hurdles, includ
Externí odkaz:
http://arxiv.org/abs/2405.19675
Autor:
Kim, Hyunjae, Hwang, Hyeon, Lee, Jiwoo, Park, Sihyeon, Kim, Dain, Lee, Taewhoo, Yoon, Chanwoong, Sohn, Jiwoong, Choi, Donghee, Kang, Jaewoo
While recent advancements in commercial large language models (LM) have shown promising results in medical tasks, their closed-source nature poses significant privacy and security concerns, hindering their widespread use in the medical field. Despite
Externí odkaz:
http://arxiv.org/abs/2404.00376