Zobrazeno 1 - 10
of 12 347
pro vyhledávání: '"Jaeyoung An"'
Autor:
Song, Jaeyoung, Hong, Jun-Pyo
In this paper, we consider asynchronous federated learning (FL) over time-division multiple access (TDMA)-based communication networks. Considering TDMA for transmitting local updates can introduce significant delays to conventional synchronous FL, w
Externí odkaz:
http://arxiv.org/abs/2411.13861
Omnidirectional (or 360-degree) images are increasingly being used for 3D applications since they allow the rendering of an entire scene with a single image. Existing works based on neural radiance fields demonstrate successful 3D reconstruction qual
Externí odkaz:
http://arxiv.org/abs/2410.20686
Transformers often struggle with length generalization, meaning they fail to generalize to sequences longer than those encountered during training. While arithmetic tasks are commonly used to study length generalization, certain tasks are considered
Externí odkaz:
http://arxiv.org/abs/2410.15787
Automated generation of scientific protocols executable by robots can significantly accelerate scientific research processes. Large Language Models (LLMs) excel at Scientific Protocol Formulation Tasks (SPFT), but the evaluation of their capabilities
Externí odkaz:
http://arxiv.org/abs/2410.04601
Model fairness is becoming important in class-incremental learning for Trustworthy AI. While accuracy has been a central focus in class-incremental learning, fairness has been relatively understudied. However, naively using all the samples of the cur
Externí odkaz:
http://arxiv.org/abs/2410.01324
This article investigates long-term orbits within the Earth's magnetosphere, specifically focusing on orbits where the argument of periapsis is synchronized with changes induced by lunar gravity assists and the Earth's argument of latitude over a com
Externí odkaz:
http://arxiv.org/abs/2409.19570
In this paper, we present an effective data augmentation framework leveraging the Large Language Model (LLM) and Diffusion Model (DM) to tackle the challenges inherent in data-scarce scenarios. Recently, DMs have opened up the possibility of generati
Externí odkaz:
http://arxiv.org/abs/2409.16949
Intra-cardiac Echocardiography (ICE) is a crucial imaging modality used in electrophysiology (EP) and structural heart disease (SHD) interventions, providing real-time, high-resolution views from within the heart. Despite its advantages, effective ma
Externí odkaz:
http://arxiv.org/abs/2409.16898
Autor:
Liao, Haicheng, Li, Yongkang, Wang, Chengyue, Lai, Songning, Li, Zhenning, Bian, Zilin, Lee, Jaeyoung, Cui, Zhiyong, Zhang, Guohui, Xu, Chengzhong
The primary goal of traffic accident anticipation is to foresee potential accidents in real time using dashcam videos, a task that is pivotal for enhancing the safety and reliability of autonomous driving technologies. In this study, we introduce an
Externí odkaz:
http://arxiv.org/abs/2409.01256
Autor:
Yoon, Jaeyoung
Neurons integrate synaptic inputs and convert them to action potential output at electrically distant locations. The computational power of a neuron is hence enhanced by subcellular compartmentalization and nonlinear synaptic integration, but the bio
Externí odkaz:
http://arxiv.org/abs/2408.05633