FEATURE TRANSFORMATION NETWORK FOR FEW-SHOT LEARNING

Feature Transformation Network for Few-Shot Learning

Few-shot learning researches to learn a novel concept from a handful of labeled samples.Due to the small amount of training data, deep network has the risk of over-fitting.Although many previous approaches based on metric criterion can make significant progress to tackle this challenge, they not only ignore the association between query set and sup

read more

Estimating a Natural Level of Financial Dollarization in Ukraine

This article overviews the background for financial dollarization in Ukraine.We apply BLONDOR quantitative techniques including both minimum variance portfolio and peer comparison taking into consideration country-specific characteristics to derive an estimated natural dollarization SHEA NUT OIL level for Ukraine.The study also discusses potential

read more


HIGHER EDUCATION DEVELOPMENT IN CONFLICT CONDITIONS: EVOLUTION FROM KNOWLEDGE SOCIETY TO UNDERSTANDING SOCIETY

Peacebuilding in society is impossible without generating and implementing an effective higher education development strategy.Education representing the ideological and value principles of humanism, democracy, tolerance, dialogue is a powerful tool in the consolidation of a conflict society, its gradual transformation into a society of understandin

read more