Abstract: Intelligent applications such as metaverse built on IoT technology are usually inseparable from the collection of surveillance video data. Yet, how to effectively compress indoor ...

Abstract: Existing Data Parallel (DP) trainings for deep neural networks (DNNs) often experience limited scalability in speedup due to substantial communication overheads. While Overlapping technique ...