... Mapping the development of the Artificial Intelligence General Purpose Technology. Matched academic data, with CorEx topics (the output of step4-grid_and_final_match.ipynb) Analysis outputs … In addition to showing a growing interest in Computer Vision (and its general applied applications), this also indicates the growth in other AI application areas, such as Computation and Language and Robotics. Artificial intelligence (AI) is evolving—literally. Impressive examples of this development can be found in … With the availability of large databases and recent improvements in deep learning methodology, the performance of AI systems is reaching or even exceeding the human level on an increasing number of complex tasks. This means it will be possible to put much more elaborate AI in chips, enabling applications to run on a smartphone or smartwatch where before this was done in the cloud. Meta-learning in natural and artificial intelligence . However, meta-learning is incredibly prevalent within nature, has … Comments welcome. Artificial intelligence is evolving all by itself. The contents of this server may not reflect the true contents of arXiv.org. Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS) [45] arXiv:2012.01661 (cross-list from cs.LO) [ pdf , other ] Title: Reversibility and Composition of Rewriting in Hierarchies Quantum mechanics phenomena, superposition and entanglement, are allowing quantum computing to perform computations which are much more efficient than classical AI … In this multireader, multicase retrospective study, 14 radiologists assessed a dataset of 240 digital mammography images, acquired between 2013 and 2016, using a counterbalance design in which half of the dataset was read without AI and the other half with the help of AI during a first session and vice versa during a second session, which was separated from the first by a washout period. However, such AI/ML models for software engineering are still impractical, not explainable, and not actionable. Datasets. Comments: arXiv admin note: text overlap with arXiv:1811.11876. As a member of the arXiv team, the senior software architect will extend and implement a highly modular, micro-service … It's the quest to build machines that can reason, learn, and act intelligently, and it has barely begun. Abstract . Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models. Artificial intelligence. Meta-learning, or learning to learn, has gained renewed interest in recent years within the artificial intelligence community. Jane X. Wang Abstract. Google Scholar. Authors: Djordje Grbic, Rasmus Berg Palm, Elias Najarro, Claire Glanois, Sebastian Risi. arXiv preprint arXiv:2003.05037. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI) [23] arXiv:2011.12762 [ pdf , other ] Title: Transfer Learning for Aided Target Recognition: Comparing Deep Learning to other Machine Learning Approaches Read this paper on arXiv.org. Artificial Intelligence (AI) is an innovative technology which is helpful to fight the COVID-19 pandemic. In 2018, the European Commission introduced its AI strategy able to compete in the next years with world powers such as China and US, but relying on the respect of European values and fundamental rights. 13, 2020 , 11:20 AM. Repo for the the working paper available here. An analysis of arXiv data, in terms of AI and Deep Learning research - nestauk/arxiv_ai. B. Pirouz, S. ShaffieeHaghshenas, S. ShaffieeHaghshenas, P. PiroInvestigating a serious challenge in the … Artificial intelligence (AI) is already part of our daily lives and is playing a key role in defining the economic and social shape of the future. Computer Science > Artificial Intelligence. Thanks to a mathematical breakthrough, AI applications like speech recognition, gesture recognition and ECG classification can become a hundred to a thousand times more energy efficient. Artificial Intelligence/Machine Learning techniques have been widely used in software engineering to improve developer productivity, the quality of software systems, and decision-making. arXiv:2012.04751 (cs) [Submitted on 8 Dec 2020] Title: EvoCraft: A New Challenge for Open-Endedness. Quantum artificial intelligence (QAI) is an interdisciplinary field that focuses on building quantum algorithms for improving computational tasks within artificial intelligence, including sub-fields like machine learning. Sign up Why GitHub? (This paper was submitted as an invited paper to IEEE Reviews in Biomedical Engineering on April 6, 2020.) From its institution as the Neural Networks Council in the early 1990s, the IEEE Computational Intelligence Society has rapidly grown into a robust community with a vision for addressing real-world issues with biologically-motivated computational paradigms. Artificial Intelligence Authors and titles for recent submissions. Wed, 29 Jul 2020; Tue, 28 Jul 2020; Mon, 27 Jul 2020; Fri, 24 Jul 2020; Thu, 23 Jul 2020 [ total of 129 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 126-129] [ showing 25 entries per page: fewer | more | all] … Materials and Methods. In this article, … The pandemic of coronavirus disease 2019 (COVID-19) is spreading all over the world. These concerns often hinder the adoption of AI/ML models in software engineering practices. What is AI? Download PDF Abstract: This paper introduces EvoCraft, a framework for Minecraft designed to study open-ended algorithms. Artificial intelligence has had great success in learning complex representations of data, which enables novel modeling and data processing approaches in physical sciences. The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV) [17] arXiv:2012.04842 (cross-list from cs.CV) [ pdf , other ] Title: Improving the Fairness of Deep Generative Models without Retraining Thanks to generous funding from the Allen Institute for Artificial Intelligence, arXiv will hire an experienced software engineer to serve as the senior software architect for supporting the technological innovation of arXiv.org, the premier open access platform serving scientists in STEM. As a result, most of the Member States have published their … By Edd Gent Apr. ... COVID-19) pandemic: initial results for automated detection & patient monitoring using deep learning ct image analysis. arXiv: arXiv:1502.03552 Bibcode: 2015arXiv150203552D Keywords: Computer Science - Artificial Intelligence; Computer Science - Cryptography and Security; Computer Science - Computers and Society; 68-02; A.1; E-Print: 19 pages, a survey, in International Journal of Artificial Intelligence & Skip to content. Medical imaging such as X-ray and computed tomography (CT) plays an essential role in the global fight against COVID-19, whereas the recently emerging artificial intelligence (AI) technologies further strengthen … In this article, we employ two of commonly used algorithms in the field of artificial intelligence, the Convolutional Neural Networks (CNN) and Light Gradient Boosting Machine (LightGBM), to improve the accuracy of determining impact … Submissions made to this server will not become part of arXiv.org. Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Machine Learning (stat.ML) [78] arXiv:2008.07284 [ pdf , other ] Title: Imitation learning based on entropy-regularized forward and inverse reinforcement learning on arXiv since 2014; prior to 2014, growth in this category closely tracked Artificial Intelligence and Machine Learning. 2020 Mar 10. We introduce an API that provides … The Society offers leading research in nature-inspired problem solving, including neural networks, evolutionary algorithms, fuzzy systems, … Subjects: Artificial Intelligence (cs.AI) ; Neural and Evolutionary Computing (cs.NE); Adaptation and Self-Organizing Systems (nlin.AO); Neurons and Cognition (q-bio.NC) arXiv:2012.03208 [pdf, other] Title: MOCA: A Modular Object-Centric Approach for Interactive Instruction Following Authors: Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, … arXiv Vanity renders academic papers from arXiv as responsive web pages so you don’t have to squint at a PDF. Monitoring using deep learning ct image analysis machines that can reason, learn, and act intelligently, it... 8 Dec 2020 ] Title: EvoCraft: A New Challenge for Open-Endedness meta-learning, or learning learn! Disease 2019 ( COVID-19 ) pandemic: initial results for automated detection & patient monitoring using deep learning image... 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