GMM-IL: IMAGE CLASSIFICATION USING INCREMENTALLY LEARNT, INDEPENDENT PROBABILISTIC MODELS FOR SMALL SAMPLE SIZES

GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes

When deep-learning classifiers try to learn new classes through supervised learning, they exhibit catastrophic forgetting issues.In this paper we propose the Gaussian Mixture Model - Incremental Learner (GMM-IL), a novel two-stage architecture that couples unsupervised visual feature learning with supervised probabilistic models to represent each c

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Compositional Homology and Creative Thinking

The concept of homology is the most solid theoretical DIL Switches basis elaborated by the morphological thinking during its history.The enucleation of some general criteria for the interpretation of homology is today a fundamental tool for life sciences, and for restoring their own opening to the question of qualitative innovation that arose so po

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Politics and Political Alterity in the Spanish NO-DOs of 1968

NO-DO is the official name of the Spanish state newsreels, an acronym formed by the abbreviation of Sweatpants Noticiarios (News) and Documentales (Documentaries).In contrast to cinema newsreels in other occidental countries, NO-DO is closely associated with Franco’s dictatorship (1939–1975).Created by Franco’s propaganda ministry in 1943, NO

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Temperature Fields of the Droplets and Gases Mixture

In this research, we obtain gas−vapor mixture temperature fields generated by blending droplets and high-temperature combustion products.Similar experiments are conducted for droplet injection into heated air flow.This kind of measurement is Greeting Card essential for high-temperature and high-speed processes in contact heat exchangers or in

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