2022
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning
NeurIPS 2022accept
It witnesses that the collaborative learning (CL) systems often face the performance bottleneck of limited bandwidth, where multiple low-end devices continuously generate data and transmit intermediate features to the cloud for incremental training. To this end, improving the communication efficienc…