Zobrazeno 1 - 10
of 2 172
pro vyhledávání: '"So, Junghun"'
Autor:
Lim, Hyeonseok, Shin, Dongjae, Song, Seohyun, Won, Inho, Kim, Minjun, Yuk, Junghun, Jang, Haneol, Lim, KyungTae
We propose the VLR-Bench, a visual question answering (VQA) benchmark for evaluating vision language models (VLMs) based on retrieval augmented generation (RAG). Unlike existing evaluation datasets for external knowledge-based VQA, the proposed VLR-B
Externí odkaz:
http://arxiv.org/abs/2412.10151
Aiming to incrementally learn new classes with only few samples while preserving the knowledge of base (old) classes, few-shot class-incremental learning (FSCIL) faces several challenges, such as overfitting and catastrophic forgetting. Such a challe
Externí odkaz:
http://arxiv.org/abs/2410.05627
Given an edge-incomplete graph, how can we accurately find the missing links? The link prediction in edge-incomplete graphs aims to discover the missing relations between entities when their relationships are represented as a graph. Edge-incomplete g
Externí odkaz:
http://arxiv.org/abs/2405.11911
In real-world scenarios, image recognition tasks, such as semantic segmentation and object detection, often pose greater challenges due to the lack of information available within low-resolution (LR) content. Image super-resolution (SR) is one of the
Externí odkaz:
http://arxiv.org/abs/2404.01692
Publikováno v:
J. Theor. Biol. 597, 111989 (2025)
The century-long Michaelis-Menten rate law and its modifications in the modeling of biochemical rate processes stand on the assumption that the concentration of the complex of interacting molecules, at each moment, rapidly approaches an equilibrium (
Externí odkaz:
http://arxiv.org/abs/2403.11979
Autor:
Cha, Junghun, Haider, Ali, Yang, Seoyun, Jin, Hoeyeong, Yang, Subin, Uddin, A. F. M. Shahab, Kim, Jaehyoung, Kim, Soo Ye, Bae, Sung-Ho
A significant volume of analog information, i.e., documents and images, have been digitized in the form of scanned copies for storing, sharing, and/or analyzing in the digital world. However, the quality of such contents is severely degraded by vario
Externí odkaz:
http://arxiv.org/abs/2402.05350
Robust and accurate tracking and localization of road users like pedestrians and cyclists is crucial to ensure safe and effective navigation of Autonomous Vehicles (AVs), particularly so in urban driving scenarios with complex vehicle-pedestrian inte
Externí odkaz:
http://arxiv.org/abs/2309.16057
Autor:
Khizar Abid, Catalin Teodoriu, Muhammad Syafeeq bin Ebining Amir, Junghun Leem, Latief Riyanto, Yon Azwa Sazali
Publikováno v:
ACS Omega, Vol 9, Iss 39, Pp 40411-40423 (2024)
Externí odkaz:
https://doaj.org/article/9f600c6395054e449414d05550578c6d
Autor:
Di Wu, Yuanhao Li, Shun Zhang, Qiuyue Chen, Jiayu Fang, Junghun Cho, Yi Wang, Su Yan, Wenzhen Zhu, Junyu Lin, Zhenxiong Wang, Yaqin Zhang
Publikováno v:
NeuroImage, Vol 302, Iss , Pp 120903- (2024)
Background: Brain structure, oxygenation and perfusion are important factors in aging. Coupling between regional cerebral oxygen consumption and perfusion also reflects functions of neurovascular unit (NVU). Their trajectories and sex differences dur
Externí odkaz:
https://doaj.org/article/878eb9ba17d4430a856fd80bf83c0691
Autor:
Kim, Junghun, Kim, Jihie
Multimodal sentiment analysis has become an increasingly popular research area as the demand for multimodal online content is growing. For multimodal sentiment analysis, words can have different meanings depending on the linguistic context and non-ve
Externí odkaz:
http://arxiv.org/abs/2209.07424