Zobrazeno 1 - 10
of 176
pro vyhledávání: '"Luo, Tie"'
Autor:
Mustafa, Yasmine, Luo, Tie
The evolution of deep learning and artificial intelligence has significantly reshaped technological landscapes. However, their effective application in crucial sectors such as medicine demands more than just superior performance, but trustworthiness
Externí odkaz:
http://arxiv.org/abs/2402.16008
Autor:
Chen, Xiaohui, Luo, Tie
In the field of Medical Imaging, extensive research has been dedicated to leveraging its potential in uncovering critical diagnostic features in patients. Artificial Intelligence (AI)-driven medical diagnosis relies on sophisticated machine learning
Externí odkaz:
http://arxiv.org/abs/2402.16005
Autor:
Elmahallawy, Mohamed, Luo, Tie
In the ambitious realm of space AI, the integration of federated learning (FL) with low Earth orbit (LEO) satellite constellations holds immense promise. However, many challenges persist in terms of feasibility, learning efficiency, and convergence.
Externí odkaz:
http://arxiv.org/abs/2401.15541
Space AI has become increasingly important and sometimes even necessary for government, businesses, and society. An active research topic under this mission is integrating federated learning (FL) with satellite communications (SatCom) so that numerou
Externí odkaz:
http://arxiv.org/abs/2401.00685
The transferability of adversarial examples is of central importance to transfer-based black-box adversarial attacks. Previous works for generating transferable adversarial examples focus on attacking \emph{given} pretrained surrogate models while th
Externí odkaz:
http://arxiv.org/abs/2312.13118
The capacity to generalize to future unseen data stands as one of the utmost crucial attributes of deep neural networks. Sharpness-Aware Minimization (SAM) aims to enhance the generalizability by minimizing worst-case loss using one-step gradient asc
Externí odkaz:
http://arxiv.org/abs/2312.13555
Autor:
Mustafa, Yasmine, Luo, Tie
Alzheimer's disease (AD) is a prevalent and debilitating neurodegenerative disorder impacting a large aging population. Detecting AD in all its presymptomatic and symptomatic stages is crucial for early intervention and treatment. An active research
Externí odkaz:
http://arxiv.org/abs/2310.16936
Satellite technologies have advanced drastically in recent years, leading to a heated interest in launching small satellites into low Earth orbit (LEOs) to collect massive data such as satellite imagery. Downloading these data to a ground station (GS
Externí odkaz:
http://arxiv.org/abs/2309.01828
Brain-Computer Interface (BCI) initially gained attention for developing applications that aid physically impaired individuals. Recently, the idea of integrating BCI with Augmented Reality (AR) emerged, which uses BCI not only to enhance the quality
Externí odkaz:
http://arxiv.org/abs/2308.06401
Autor:
Chen, Xiaohui, Luo, Tie
Depression is a common mental health disorder that can cause consequential symptoms with continuously depressed mood that leads to emotional distress. One category of depression is Concealed Depression, where patients intentionally or unintentionally
Externí odkaz:
http://arxiv.org/abs/2307.15862