Although Generative Adversarial Networks achieve state-of-the-art results on a variety of generative tasks, they are regarded as highly unstable and prone to miss modes. We argue that these bad behaviors of GANs are due to the very particular functional shape of the trained discriminators in high dimensional spaces, which can easily make training stuck or push probability mass in the wrong dire...

A Qualitative Study of the Academic Hurdles Faced by Girls in Rurals Regions Z. Farzizaadeh, Ph.D. M. Taaleb, Ph.D. M. Motavaseli, Ph.D. Education as an important step in the process of empowerment, is considered as a natural human right and as such plays an important role in human development. One of the obvious problems in the countryside is the girls either do not attend scho...

To develop an index of gait instability from electromyographic information, we made observations on infants from the time they first began to walk independently at about one year of age until around three years of age. From our findings we obtained the following criteria. (1) Very unstable gait: As seen in a child within the first month of learning to walk the vastus medialis is active in the l...

objectives the aim of this study was to model, assay, and plan a model to reveal the structural relations between psychological factors, including parenting, novelty seeking, problem behavior, and coping strategies, for addiction potential. patients and methods structural equation modeling (sem) was used to evaluate the relationship between parenting styles and addiction potential with mediator...

A rigid ventral shelf ankle foot orthosis (AFO) may improve gait in children with spastic cerebral palsy (SCP) whose gait is characterized by excessive knee flexion in stance. However, these AFOs can also impede ankle range of motion (ROM) and thereby inhibit push-off power. A more spring-like AFO can enhance push-off and may potentially reduce walking energy cost. The recent development of an ...

Oil price shocks are the main source of macroeconomic fluctuations in oil exporting countries. It is believed that appropriate monetary policy can help to stabilize these unwanted variations toward optimal allocations. A stochastic dynamic general equilibrium model featuring the properties of both cost push and wealth effect transmission channels is developed for the Iranian economy. In thi...

extended abstract 1. introduction human development is defined as a process for increasing people's options and level of life welfare. united nations as the most authoritative organization believes that the target of development or various economic, social, and political indices is human. therefore, if an economy grows but people do not take advantage of the economic development, there is no do...

Capital Deepening and Wage Differentials: Germany vs. US Capital deepening may affect the evolution of the wage differential between skilled and unskilled workers differently in countries with different labor market institutions. If labor market institutions raise the relative wage of unskilled workers in Germany, firms have incentives to invest relatively more into capital equipment complement...