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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:
M. Victoria Luzón
;
Nuria Rodríguez-Barroso
;
Alberto Argente-Garrido
;
Daniel Jiménez-López
;
Jose M. Moyano
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
Online Active Continual Learning for Robotic Lifelong Object Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Nie, Xiangli
;
Deng, Zhiguang
;
He, Mingdong
;
Fan, Mingyu
;
Tang, Zheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Task analysis
Robots
Data models
Object recognition
Learning systems
Training
Heuristic algorithms
Catastrophic forgetting
lifelong object recognition
online active learning (OAL)
online continual learning (OCL)
PuzzleNet: Boundary-Aware Feature Matching for Non-Overlapping 3D Point Clouds Assembly
期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 3, 页码: 492-509
作者:
Liu, Hao-Yu
;
Guo, Jian-Wei
;
Jiang, Hai-Yong
;
Liu, Yan-Chao
;
Zhang, Xiao-Peng
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
shape assembly
3D registration
geometric learning
boundary feature
point cloud
Elastic Information Bottleneck
期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 18, 页码: 26
作者:
Ni, Yuyan
;
Lan, Yanyan
;
Liu, Ao
;
Ma, Zhiming
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
information bottleneck
transfer learning
generalization bound
Picking out the Impurities: Attention-based Push-Grasping in Dense Clutter
期刊论文
ROBOTICA, 2022, 页码: 16
作者:
Lu, Ning
;
Cai, Yinghao
;
Lu, Tao
;
Cao, Xiaoge
;
Guo, Weiyan
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/10
saliency Detection
robot Learning
push-grasp
target-oriented Grasping
deep Q Network
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/07/25
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
MAHE-IM: Multiple Aggregation of Heterogeneous Relation Embedding for Influence Maximization on Heterogeneous Information Network
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 202
作者:
Li, Ying
;
Li, Linlin
;
Liu, Yijun
;
Li, Qianqian
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/05/30
Influence maximization
Heterogeneous information network
Network embedding
One-Stage Open Set Object Detection with Prototype Learning
会议论文
Bali Indonesia, December 8-12, 2021
作者:
Yongyu Xiong
;
Peipei Yang
;
Cheng-Lin Liu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/06/22
object detection
Open set recognition
Prototype learning
Weakly Aligned Feature Fusion for Multimodal Object Detection
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Zhang, Lu
;
Liu, Zhiyong
;
Zhu, Xiangyu
;
Song, Zhan
;
Yang, Xu
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/01/27
Object detection
Feature extraction
Detectors
Robustness
Cameras
Automation
Training
Deep learning
feature fusion
multimodal object detection
pedestrian detection
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