IEEE

Towards Privacy-Preserving and Error-Tolerant Wireless Federated Learning: Fixed-Point Model Aggregation with Differential Privacy Guarantees

Abstract: This paper presents a novel approach for wireless federated learning (WFL) that, for the first time, enables the aggregation of local models with mild to moderate errors under practical ...
Politifact

Donald Trump doesn’t have the ‘highest poll numbers’ of his career. They’re near his lowest

Eight widely followed poll aggregators show that President Donald Trump notched his strongest approval ratings, and his smallest disapproval ratings, in January at the beginning of his second term.
InfoWorld

Java Stream API tutorial: How to create and use Java streams

Get started with Java streams, including how to create streams from Java collections, the mechanics of a stream pipeline, examples of functional programming with Java streams, and more. You can think ...
C&EN

Effect of Point Mutations on the Aggregation Tendency of the Antimicrobial Fragment Peptide hLL-37

The aggregation of host defense peptides is directly linked to their membranolytic properties. A well-known example is the hLL-37 17–29 peptide, where aggregation induces cell lysis. Mutations at the ...
IEEE

Cellular Aggregation Graph Convolutional Network for Point Cloud Quality Assessment

Abstract: Point cloud quality assessment (PCQA) is a challenging task due to the inherently disordered nature of points. Existing point-based methods, such as sparse convolution and PointNet, are ...
IEEE

GAF-Net: Geometric Contextual Feature Aggregation and Adaptive Fusion for Large-Scale Point Cloud Semantic Segmentation

Abstract: Large-scale point cloud semantic segmentation is a challenging task due to the complexity and diversity of real-world 3-D scenes. Most existing methods primarily rely on spatial coordinates ...
IEEE

FAR-Net: Semantic Segmentation of Large-Scale Point Clouds Based on Feature Aggregation and Recoding for Aerial Computing

Abstract: Semantic segmentation of large-scale point clouds is a research hotspot in aerospace remote sensing technology. Large-scale point clouds face the curse of dimensionality, and there are two ...