Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Generative Model-Aided Continual Learning for CSI Feedback in FDD mMIMO-OFDM Systems
Guijun Liu, Yuwen Cao, Tomoaki Ohtsuki +2
Deep autoencoder (DAE) frameworks have demonstrated their effectiveness in reducing channel state information (CSI) feedback overhead in massive multiple-input multiple-output (mMI…
cs.LG2022
Revisiting Communication-Efficient Federated Learning with Balanced Global and Local Updates
Zhigang Yan, Dong Li, Zhichao Zhang +1
In federated learning (FL), a number of devices train their local models and upload the corresponding parameters or gradients to the base station (BS) to update the global model wh…