Results 151 to 160 of about 219,753 (266)
Slack Federated Adversarial Training
IEEE Transactions on Pattern Analysis and Machine IntelligenceSecurity and privacy concerns in real-world applications have led to the development of adversarially robust federated models. Previous works mainly target overcoming the adaptability constraints regarding communication and computation costs. However, the straightforward combination of adversarial training and federated learning might lead to undesired
Jianing Zhu +5 more
openaire +2 more sources
Xstainer: A Novel Virtual Staining Tool Powered by Advanced Deep Learning Techniques
Advanced Intelligent Systems, EarlyView.Xstainer is a deep learning–based virtual staining framework that converts hematoxylin and eosin‐stained whole slide images into multiple histochemical stains, including Masson's trichrome, Periodic acid‐Schiff, Jones methenamine silver, and Toluidine blue.
Fatma Nur Kinali +15 more
wiley +1 more source
Sentiment analysis algorithm using contrastive learning and adversarial training for POI recommendation. [PDF]
Soc Netw Anal Min, 2023 Huang S, Wu X, Wu X, Wang K.
europepmc +1 more source
AI &Innovation, EarlyView.ABSTRACT The rapid evolution of the Internet of Things (IoT) has significantly advanced the field of electrocardiogram (ECG) monitoring, enabling real‐time, remote, and patient‐centric cardiac care. This paper presents a comprehensive survey of AI assisted IoT‐based ECG monitoring systems, focusing on the integration of emerging technologies such as ...
Amrita Choudhury +2 more
wiley +1 more source
Patient-specific approach using data fusion and adversarial training for epileptic seizure prediction. [PDF]
Front Comput Neurosci, 2023 Yang Y, Qin X, Wen H, Li F, Lin X.
europepmc +1 more source
Australian Journal of Social Issues, EarlyView.ABSTRACT For adults with intellectual disability and their families, future planning and moving out of the family home in Australia will increasingly occur within the context of the National Disability Insurance Scheme (NDIS). As a market‐based, individualised funding system its impact on this transition remains largely unknown. This paper reports on a
I. Belperio +5 more
wiley +1 more source
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent. [PDF]
Pattern Recognit, 2023 Lanfredi RB, Schroeder JD, Tasdizen T.
europepmc +1 more source
Australian Journal of Social Issues, EarlyView.ABSTRACT Improving access to legal services for Indigenous, migrant and refugee women is critical to addressing family violence. In this context, Family Dispute Resolution (FDR) has long been discussed as a solution for separating families. This paper presents key findings of a research evaluation of an Australian Government $8.37 million pilot project
Siobhan McDonnell, Alyson Wright
wiley +1 more source
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models. [PDF]
Adv Neural Inf Process Syst, 2023 Li YA +4 more
europepmc +1 more source
Advanced Physics Research, EarlyView.Two methods for the optimization of chiral reflection by a metamaterial made of either GaP/Air or PMMA/Air interfaces are compared, showing approaches towards fast design exploration and high‐performance results: a neural‐network pipeline and a genetic algorithm. The structures considered are characterized by a periodic, chiral texturation with a shape
Davide Filippozzi +4 more
wiley +1 more source