Abstract: Communication cost is a main challenge in Federated Learning (FL). Gradient sparsification is one of the effective ways to reduce communication data volumes by allowing clients to send only ...

Abstract: Videos are generally compressed to save storage and transmission bandwidth. Popular lossy video compression inevitably leads to Perceivable Encoding Artifacts (PEAs) that affect user's ...