Clearance In recent years, researchers have been working to interpret the insights of deep neural networks in the pursuit of overcoming their opaqueness and so-called ‘black-box’ tag.In this work, we present a new posthoc visual interpretation technique that finds out discriminative image regions contributing highly towards networks&#
Abstract Two-photon microscopy is indispensable in cell and molecular biology for its Kids Leggins high-resolution visualization of cellular and molecular dynamics.However, the inevitable low signal-to-noise conditions significantly degrade image quality, obscuring essential details and complicating morphological analysis.While existing denoising m
Recently banana plantations have been affected by the Black Sigatoka Disease (BSD), producing streaks, lesions and yellow and brown spots Pans on the leaves until the appearance of entire dead parts.The disease causes reductions in yield making it essential to assess infection by monitoring plants status and implementing agronomical measures.This w
In this paper, we conduct an in-depth study of Japanese keyword extraction from news reports, train external computer document word sets from text preprocessing into word vectors using the Ship-gram model in the deep learning tool Word2Vec, and calculate the cosine distance between word vectors.In this paper, the sliding window in TextRank is desig
This paper reflects on populism in the context of contemporary liberal democracies.This model can be understood through theories of democratic elitism in the 20th-century (Schumpeter 1984) which, in practice, had an influence on the model of representative democracies, or polyarchies (Dahl 1997).The article begins with two Linens introductory eleme