AbstractEfficient vision works maximize accuracy under a latency budget. These evaluate offline, one image at time. However, real-time applications like autonomous driving operate in streaming settings, where ground truth changes between inference start and finish. This results significant drop. Therefore, recent work proposed to settings on average. In this paper, we propose for every environm...

Ray tracing algorithms, that can simulate multipath radio propagation in presence of geometric obstacles such as buildings, objects or vehicles, are becoming quite popular, due to the increasing availability digital environment databases and high-performance computation platforms, multicore computers cloud computing services. When vehicles moving, which is case industrial vehicular environments...

To efficiently solve high-dimensional problems with complicated constraints, projection-free online learning has received ever-increasing research interest. However, previous studies either focused on static regret that is not suitable for dynamic environments, or only established the bound under smoothness of losses. In this paper, without condition smoothness, we propose a novel algorithm, an...

Abstract Nowadays, there are millions of smart devices connected to the Internet. The purpose these is make people’s lives easier. Thanks collaboration among them, possibilities that Internet Things brings can grow exponentially. However, many manufacturers develop closed protocols and protect their market share, limiting in ways this collaboration. This paper presents a conceptual architecture...