FedNCA shows that using a compact Neural Cellular Automata model in federated learning cuts communication costs and encryption time by orders of magnitude while maintaining segmentation accuracy.
Privacy-enhancing technologies in federated learning for the internet of healthcare things: a survey.Electronics, 12(12):2703, 2023
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Equitable Federated Learning with NCA
FedNCA shows that using a compact Neural Cellular Automata model in federated learning cuts communication costs and encryption time by orders of magnitude while maintaining segmentation accuracy.