2 papers
cs.LG2025
SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning
Dung T. Tran, Nguyen B. Ha, Van-Dinh Nguyen +1
Federated learning (FL) is a promising approach for addressing scalability and latency issues in large-scale networks by enabling collaborative model training without requiring the…
cs.CV2024
A region-wide, multi-year set of crop field boundary labels for Africa
L. D. Estes, A. Wussah, M. Asipunu +27
African agriculture is undergoing rapid transformation. Annual maps of crop fields are key to understanding the nature of this transformation, but such maps are currently lacking a…