Benchmark of federated learning plus knowledge distillation for point cloud classification reveals that label-free distillation objectives are required for student accuracy to reflect federated teacher quality rather than proxy labels.
In: International conference on artificial neural networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.GR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Benchmarking Federated Learning and Knowledge Distillation for Point Cloud Classification
Benchmark of federated learning plus knowledge distillation for point cloud classification reveals that label-free distillation objectives are required for student accuracy to reflect federated teacher quality rather than proxy labels.