It's hard to believe, but the progress bar on the year 2025 has just hit the 50% mark. That mildly terrifying marker is a ...

This study presents the Task-level Heterogeneous Federated Learning (TH-FL), a novel paradigm that fuses the principles of Federated Learning (FL) and Multi-Task Learning (MTL). In the TH-FL scenario, ...

Machines have always talked to each other in languages that humans can’t naturally understand. The internet itself is a ...

This paper proposes a simple neural network compact form model-free adaptive controller (NNCFMFAC) for a single thin McKibben muscle (TMM) system. The main contribution of this work is the ...