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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:3/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
IterDepth: Iterative Residual Refinement for Outdoor Self-Supervised Multi-Frame Monocular Depth Estimation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 329-341
作者:
Feng, Cheng
;
Chen, Zhen
;
Zhang, Congxuan
;
Hu, Weiming
;
Li, Bing
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/03/26
Estimation
Iterative methods
Cameras
Task analysis
Feature extraction
Decoding
Training
Monocular depth estimation
iterative refinement
self-supervised learning
deep learning
Hypersonic flow and heat transfer of a micro-rough plate in the near-continuum regime
期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 10, 页码: 21
作者:
Guo, Jinghui
;
Wang XY(王小永)
;
Li, Sijia
;
Lin, Guiping
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/04/15
Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations
期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/28
CNN-brain Alignment
Brain-guided Deep Learning
Video Emotion Recognition
Representation Similarity Analysis
Predicting continuum breakdown with deep neural networks
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
作者:
Xiao TB(肖天白)
;
Schotthoefer, Steffen
;
Frank, Martin
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  |  
浏览/下载:15/0
  |  
提交时间:2023/09/05
Computational fluid dynamics
Kinetic theory
Boltzmann equation
Multi-scale method
Deep learning
Visually Guided Sound Source Separation With Audio-Visual Predictive Coding
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Song, Zengjie
;
Zhang, Zhaoxiang
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Feature fusion
multimodal learning
predictive coding (PC)
self-supervised learning
sound source separation
Cycle-Consistent Weakly Supervised Visual Grounding With Individual and Contextual Representations
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5167-5180
作者:
Zhang, Ruisong
;
Wang, Chuang
;
Liu, Cheng-Lin
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/16
Visualization
Grounding
Task analysis
Sports equipment
Image reconstruction
Transformers
Training
Weakly supervised learning
visual grounding
cycle consistency
individual and contextual representations
Modelling of tungsten impurity edge transport and screening for different divertor conditions in EAST
期刊论文
NUCLEAR FUSION, 2022, 卷号: 62
作者:
Wang, Hui
;
Xu, Guoliang
;
Ding, Rui
;
Liu, Xiaoju
;
Si, Hang
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/12/22
divertor
tungsten erosion
impurity transport
EAST
DIVIMP
PSGAN plus plus : Robust Detail-Preserving Makeup Transfer and Removal
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 8538-8551
作者:
Liu, Si
;
Jiang, Wentao
;
Gao, Chen
;
He, Ran
;
Feng, Jiashi
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Faces
Generative adversarial networks
Task analysis
Visualization
Nose
Image resolution
Skin
Makeup transfer
makeup removal
generative adversarial networks
SCELT (symbolic computation aided eigenvalue and linear code for tokamaks): A full MHD eigenvalue code in toroidal geometry developed with the use of a symbolic computation technique
期刊论文
COMPUTER PHYSICS COMMUNICATIONS, 2022, 卷号: 278
作者:
Ma, J.
;
Guo, W.
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  |  
浏览/下载:18/0
  |  
提交时间:2022/12/23
Full MHD
Symbolic computation technique
Eigenvalue
Vector analysis
Automatic numerical discretization
Toroidal geometry
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