过去一年中添加的文章,按日期排序

FedMPQ: Secure and Communication-Efficient Federated Learning with Multi-codebook Product Quantization

X Yang, J Zhang, Q Zhang, Z Tang - arXiv preprint arXiv:2404.13575, 2024 - arxiv.org
66 天前 - … This approach empowers us to obtain more robust codebooks and mitigates the
impact of non-IID public data. To safeguard data privacy, updates are aggregated within a TEE …

ApplianceFilter: Targeted electrical appliance disaggregation with prior knowledge fusion

D Ding, J Li, H Wang, K Wang, J Feng, M Xiao - Applied Energy, 2024 - Elsevier
67 天前 - aggregated and individual power consumption data of REDD, we downsample the
power consumption data to … UK-DALE records five UK households’ power consumption data

[HTML][HTML] MMGAT: a graph attention network framework for ATAC-seq motifs finding

X Wu, W Hou, Z Zhao, L Huang, N Sheng, Q Yang… - BMC …, 2024 - Springer
67 天前 - … attention network (GAT) framework namedaggregates the k-mer node embeddings
to represent the sequence embeddings. The last layer is a fully connected neural network

Multi-scale Random-shape Convolution and Adaptive Graph Convolution Fusion Network for Hyperspectral Image Classification

H Gao, R Sheng, Z Chen, H Liu, S Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
69 天前 - … neighborhood aggregation based on … data that has undergone neighborhood
aggregation is adaptively fused with the data that has not undergone neighborhood aggregation

Sisu: Decentralized Trustless Bridge For Full Ethereum Node

B Pham, H Nguyen - arXiv preprint arXiv:2404.10404, 2024 - arxiv.org
70 天前 - … Our protocol’s name is Sisu whose architecture is based … Besides proving signature
aggregation, we provide … -to-worker network traffic from terabyte of data to zero compared to …

Automated instance segmentation of asphalt pavement patches based on deep learning

A He, AA Zhang, X Xu, Y Ding… - Structural Health …, 2024 - journals.sagepub.com
71 天前 - named symmetrical pyramid network (SPN). The proposed SPN combines the design
ideas of a feature pyramid network (FPN 30 ) and a path aggregation network (… aggregate

MicroNet: Operation Aware Root Cause Identification of Microservice System Anomalies

J Yang, Y Guo, Y Chen, Y Zhao - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
71 天前 - … to realize appropriate data aggregation, propagated anomaly … meta call to avoid
data overaggregation. A meta call … It is the smallest unit of tracing data that can be aggregated. …

MUGI-MRI: Enhancing Breast Cancer Classification through Multiplex Graph Neural Networks in DCE-MRI

F Ceccarelli, SB Holden, P Liò - 2024 - repository.cam.ac.uk
71 天前 - … This research introduces two Graph Neural Network (GNN)-based methods
designed to aggregate information from multiple instants within the DCE-MRI sequence. Each …

HSAA-CD: A Hierarchical Semantic Aggregation Mechanism and Attention Module for Non-Agricultural Change Detection in Cultivated Land

F Li, F Zhou, G Zhang, J Xiao, P Zeng - Remote Sensing, 2024 - mdpi.com
74 天前 - aggregation mechanism and an attention module bitemporal image transformer
method named … We first used multi-resource surveying data to produce a well-tagged and high-…

Automated federated pipeline for parameter-efficient fine-tuning of large language models

Z Fang, Z Lin, Z Chen, X Chen, Y Gao… - arXiv preprint arXiv …, 2024 - arxiv.org
77 天前 - … Moreover, different from existing LLM FL aggregation approaches, we design a
lightweight partial weights aggregation approach by only aggregating local adapters to improve …