Results 141 to 150 of about 114,287 (303)

Personalized Federated Learning With Adaptive Transformer Pruning and Hypernetwork-Driven Personalization in Wireless Networks

IEEE Transactions on Machine Learning in Communications and Networking
Deploying transformer models in Personalized Federated Learning (PFL) at the wireless edge faces critical challenges, including high communication overhead, latency, and energy consumption. Existing compression methods, such as pruning and sparsification,
Moqbel Hamood, Abdullatif Albaseer, Hassan El-Sallabi, Mohamed Abdallah, Ala Al-Fuqaha, Bechir Hamdaoui   +5 more
doaj   +1 more source

Co‐Occurring Non‐Cardiac Congenital Anomalies Among Cases With Congenital Heart Defects

American Journal of Medical Genetics Part A, EarlyView.
ABSTRACT Cases with congenital heart defects (CHD) often have other associated anomalies. The aim of this investigation was to assess the prevalence and the types of co‐occurring anomalies in CHD in a well‐defined population. The anomalies co‐occurring with CHD were ascertained in all live births, stillbirths and terminations of pregnancy for fetal ...
Claude Stoll, Yves Alembik, Marie‐Paule Roth   +2 more
wiley   +1 more source

Attention-Guided Differentiable Channel Pruning for Efficient Deep Networks

Machine Learning and Knowledge Extraction
Deploying deep learning (DL) models in real-world environments remains a major challenge, particularly under resource-constrained conditions where achieving both high accuracy and compact architectures is essential.
Anouar Chahbouni, Khaoula El Manaa, Yassine Abouch, Imane El Manaa, Badre Bossoufi, Mohammed El Ghzaoui, Rachid El Alami   +6 more
doaj   +1 more source

From Marginal to Central: Marginal Zone‐like B Cells as Critical Targets in Cladribine‐Treated Multiple Sclerosis

Annals of Neurology, EarlyView.
Objective Multiple sclerosis (MS) is a chronic autoimmune disease where B cells play a central pathogenic role. Cladribine, an oral therapy, provides durable benefits by reshaping lymphocyte populations, yet its specific long‐term impact on distinct B‐cell subsets is not fully understood.
Marta Pirronello, Mario Picozza, Gisella Guerrera, Silvia Corbisiero, Andrea Misiti, Roberta C. Placido, Alice Verdiani, Lorenzo de Marco, Manolo Sambucci, Elena Olivieri, Daniela F. Angelini, Esmeralda Quartuccio, Luca Prosperini, Carla Tortorella, Maria C. Buscarinu, Valeria Zancan, Francesca de Masi, Marco Salvetti, Claudio Gasperini, Giovanna Borsellino, Luca Battistini   +20 more
wiley   +1 more source

Pruning peach trees

, 2020
Pruning peach trees including when to prune, using collar cuts, wound dressings, pruning tools, growth habits of peaches, light requirements, pruning young trees, pruning middle aged trees, watersprouts, preventing canker, pruning older trees, pruning to
Sherif, Sherif M., Marini, Richard P.
core  

Quantum-Accelerated Feature Selection for Edge-Enabled Perception in Connected and Autonomous Vehicles

IEEE Access
The growing complexity and volume of traffic and sensory data in Connected and Autonomous Vehicles (CAVs) make it crucial to develop more effective methods for selecting and extracting features from high-dimensional images and videos. This paper proposes
Vikas Hassija, Avishikta Bhattacharjee, Aradhya Chakrabarti, Qaiser Razi, M. Adhitya, G. S. S. Chalapathi   +5 more
doaj   +1 more source

Coffee Leaf Rust Disease Detection and Implementation of an Edge Device for Pruning Infected Leaves via Deep Learning Algorithms

Sensors
Global warming and extreme climate conditions caused by unsuitable temperature and humidity lead to coffee leaf rust (Hemileia vastatrix) diseases in coffee plantations. Coffee leaf rust is a severe problem that reduces productivity. Currently, pesticide
Raka Thoriq Araaf, Arkar Minn, Tofael Ahamed   +2 more
doaj   +1 more source

RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification

Since high resolution remote sensing image classifi-cation often requires a relatively high computation complexity, lightweight models tend to be practical and efficient. Model pruning is an effective method for model compression.
Zou, G, Zhang, C, Liu, F, Chen, N, Yao, L, Li, X, Zhou, J, Xu, S   +7 more
core   +1 more source

MECHANICAL PLUM PRUNING

, 2022
The most common method of plum tree pruning is a traditional method, by using manual or pneumatic shears or loppers. The persistent labor shortage imposes the need to mechanize this work operation.
Jelisaveta Seka Cvijanović, Cvetković Miljan   +1 more
core  

EFECTELE TĂIERII POMILOR DE CIREȘ (PRUNUS AVIUM L.) ASUPRA RANDAMENTULUI ȘI CALITĂȚII FRUCTELOR

Agricultural Science
The study analyzes the impact of different types of pruning on the yield and quality characteristics of cherry fruits, including size, weight, soluble matter, and firmness.
Vasile ȘARBAN, Valerian BALAN, Inna BÎLICI   +2 more
doaj   +1 more source