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Document worth reading: “Computer-Simulation Model Theory (P= NP is not provable)”

The simulation hypothesis says that all the materials and events in the reality (including the universe, our body, our thinking, walking and etc) are computations, and the reality is a…

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Document worth reading: “On the computation of counterfactual explanations — A survey”

Due to the increasing use of machine learning in practice it becomes more and more important to be able to explain the prediction and behavior of machine learning models. An…

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Document worth reading: “Deep Learning for 2D and 3D Rotatable Data: An Overview of Methods”

One of the reasons for the success of convolutional networks is their equivariance/invariance under translations. However, rotatable data such as molecules, living cells, everyday objects, or galaxies require processing with…

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Document worth reading: “Unsupervised Pre-training for Natural Language Generation: A Literature Review”

Recently, unsupervised pre-training is gaining increasing popularity in the realm of computational linguistics, thanks to its surprising success in advancing natural language understanding (NLU) and the potential to effectively exploit…

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Document worth reading: “A Survey of Deep Learning Techniques for Autonomous Driving”

The last decade witnessed increasingly rapid progress in self-driving vehicle technology, mainly backed up by advances in the area of deep learning and artificial intelligence. The objective of this paper…

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Document worth reading: “An Introduction to Artificial Intelligence Applied to Multimedia”

In this chapter, we give an introduction to symbolic artificial intelligence (AI) and discuss its relation and application to multimedia. We begin by defining what symbolic AI is, what distinguishes…

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Document worth reading: “A literature review on current approaches and applications of fuzzy expert systems”

The main purposes of this study are to distinguish the trends of research in publication exits for the utilisations of the fuzzy expert and knowledge-based systems that is done based…

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Document worth reading: “An Interpretable Compression and Classification System: Theory and Applications”

This study proposes a low-complexity interpretable classification system. The proposed system contains three main modules including feature extraction, feature reduction, and classification. All of them are linear. Thanks to the…

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Document worth reading: “A Comparative Survey of Recent Natural Language Interfaces for Databases”

Over the last few years natural language interfaces (NLI) for databases have gained significant traction both in academia and industry. These systems use very different approaches as described in recent…

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Document worth reading: “On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study”

Recently, there has been strong interest in developing natural language applications that live on personal devices such as mobile phones, watches and IoT with the objective to preserve user privacy…