With the development of biotechnology, high-throughput studies on protein-protein, protein-gene, and gene-gene interactions become possible and attract remarkable attention. To explore the interactions in dynamic gene regulatory networks, we propose a single-index ordinary differential equation (ODE) model and develop a variable selection procedure. We employ the smoothly clipped absolute devia...

Video generation models often operate under the assumption of fixed frame rates, which leads to suboptimal performance when it comes handling flexible rates (e.g., increasing rate more dynamic portion video as well missing frames). To resolve restricted nature existing models' ability handle arbitrary timesteps, we propose continuous-time by combining neural ODE (Vid-ODE) with pixel-level proce...

divan school played an important role in modernism and modernity which were comprehensive in the early twentieth century. by a brief look at the poetries and odes it is founded that the school was about to found a new plan which weren't different from the classic poetry. one of the technical features is the simultaneous presence of english culture beside the arabic. from their point of vie...