INSTANCE-LEVEL EMBEDDING ADAPTATION FOR FEW-SHOT LEARNING

Instance-Level Embedding Adaptation for Few-Shot Learning

Few-shot learning aims to recognize novel Golf Tees categories from just a few labeled instances.Existing metric learning-based approaches perform classifications by nearest neighbor search in the embedding space.The embedding function is a deep neural network and usually shared by all novel categories.However, these brute approaches lack a fast ad

read more

Variations in TAP1 and PSMB9 Genes Involved in Antigen Processing and Presentation Increase the Risk of Vitiligo in the Saudi Community

Ahmad H Mufti, 1 Imad A AlJahdali, 2 Nasser A Elhawary, 1 Samar N Ekram, 1 Iman Abumansour, 1 Ikhlas A Sindi, 3 Hind Naffadi, 4 Ezzeldin N Elhawary, 5 Najiah M Alyamani, 6 Ghydda Alghamdi, 1 Wafaa Alosaimi, 7 Ghufran Rawas, 8 Amaal Alharbi, 9 Mohammed T Tayeb 1 1Department of Medical Genetics, College of Medicine, Umm Al-Qura University, Mecca, 219

read more

Seasonal variations of colony activities linked to morphometric and glands characterizations of hybrid Carniolan honey bee (Apis mellifera carnica Pollmann) workers

Objectives: The activity and productivity of the honey bee colony depend upon many factors operating simultaneously and reacts to some environmental conditions.We aimed to study the morphometric characteristics and glands development of nurse and forager of hybrid Carniolan honey Steering bee (Apis mellifera carnica Pollmann) workers in relation to

read more

Integrated taxonomy, biology and biogeography of the Afrotropical genus Xyloctonus (Coleoptera, Curculionidae, Scolytinae)

The peculiar Afrotropical bark beetle genus Xyloctonus Eichhoff, 1872 is revised Home Fragrances and its biology described.Several unusual morphological features reflect adaptations to predator avoidance as they are highly exposed during mating externally on tree trunks and branches.Observations invariably indicate that males and females abandon th

read more