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Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection.
Taehyeon Kim
Eric Lin
Junu Lee
Christian Lau
Vaikkunth Mugunthan
Published in:
NeurIPS (2023)
Keyphrases
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data sets
semi supervised
prior knowledge
data collection
supervised learning
data analysis
learning process
object detection
learning models
raw data
training data
high quality
data distribution
labeled data
data sources
data points
image data
learning algorithm
database
machine learning
data processing
original data
human experts
digital libraries
background knowledge
labeled and unlabeled data
knowledge discovery
co training
decision trees
learning tasks
learning systems
synthetic data
high dimensional data
semi supervised learning
databases
data model
distributed systems
active learning
end users