Few-shot learning (FSL) aims to classify images under low-data regimes, where the conventional pooled global feature is likely lose useful local characteristics. Recent work has achieved promising performances by using deep descriptors. They generally take all descriptors from neural networks into consideration while ignoring that some of them are useless in classification due their limited rec...

A two-dimensional Fock-state lattice (FSL) is constructed from the many-body states of two interacting two-mode quantum gases. By periodically driving interspecies interactions and pulsing tunneling between modes each gas, a synthetic gauge field generated. We derive an effective Hamiltonian in short pulse limit which resembles Harper-Hofstadter where magnetic flux per plaquette controlled by r...

Hippocampal sclerosis (HS), a frequent cause of drug resistant temporal lobe epilepsy (TLE), is often accompanied by widespread changes in ipsi and contra lateral white matter connectivity. Whereas most diffusion weighted tractography studies report alterations best explained with a loss of white matter integrity, recent evidence raises the question of pathologically enhanced structural connect...

This paper aims at describing the building of the online corpora on Philippine languages as part of the online repository system called Palito. There are five components of the corpora: the top four major Philippine languages which are Tagalog, Cebuano, Ilocano and Hiligaynon and the Filipino Sign Language (FSL). The four languages are composed of 250,000-word written texts each, whereas the FS...

Accumulating in vivo and ex vivo evidences show that humans suffering from depression have decreased hippocampal volume and altered spine density. Moreover, physical activity has an antidepressant effect in humans and in animal models, but to what extent physical activity can affect hippocampal volume and spine numbers in a model for depression is not known. In this study we analyzed whether ph...

The paper presents the results of research and assessment revegetation degree in reclaimed areas using coal preparation waste Kemerovo region – Kuzbass. Reclamation disturbed lands was carried out by backfilling worked-out pits former mine with forming a root layer on leveled surface materials fertile soil (FSL) potentially rocks (PFR). During field survey reclamation sites, it found that when ...

In 2020, the coronavirus (COVID-19) pandemic forced teachers in Ontario to move online. Since then, teaching online or hybrid models has been common across province. To understand how French as a Second Language (FSL) navigated these spaces, four were interviewed about their experience using educational technology and Findings analyzed light of Hargreaves Fullan’s (2020) reframing classic under...

Abstract Facial expression recognition (FER) is utilized in various fields that analyze facial expressions. FER attracting increasing attention for its role improving the convenience human life. It widely applied human–computer interaction tasks. However, recently, tasks have encountered certain data and training issues. To address these issues FER, few-shot learning (FSL) has been researched a...