Cross-Modal Learning: Adaptivity, Prediction and Interaction

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Release : 2023-02-02
Genre : Science
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Book Rating : 548/5 ( reviews)

Cross-Modal Learning: Adaptivity, Prediction and Interaction - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Cross-Modal Learning: Adaptivity, Prediction and Interaction write by Jianwei Zhang. This book was released on 2023-02-02. Cross-Modal Learning: Adaptivity, Prediction and Interaction available in PDF, EPUB and Kindle. The purpose of this Research Topic is to reflect and discuss links between neuroscience, psychology, computer science and robotics with regards to the topic of cross-modal learning which has, in recent years, emerged as a new area of interdisciplinary research. The term cross-modal learning refers to the synergistic synthesis of information from multiple sensory modalities such that the learning that occurs within any individual sensory modality can be enhanced with information from one or more other modalities. Cross-modal learning is a crucial component of adaptive behavior in a continuously changing world, and examples are ubiquitous, such as: learning to grasp and manipulate objects; learning to walk; learning to read and write; learning to understand language and its referents; etc. In all these examples, visual, auditory, somatosensory or other modalities have to be integrated, and learning must be cross-modal. In fact, the broad range of acquired human skills are cross-modal, and many of the most advanced human capabilities, such as those involved in social cognition, require learning from the richest combinations of cross-modal information. In contrast, even the very best systems in Artificial Intelligence (AI) and robotics have taken only tiny steps in this direction. Building a system that composes a global perspective from multiple distinct sources, types of data, and sensory modalities is a grand challenge of AI, yet it is specific enough that it can be studied quite rigorously and in such detail that the prospect for deep insights into these mechanisms is quite plausible in the near term. Cross-modal learning is a broad, interdisciplinary topic that has not yet coalesced into a single, unified field. Instead, there are many separate fields, each tackling the concerns of cross-modal learning from its own perspective, with currently little overlap. We anticipate an accelerating trend towards integration of these areas and we intend to contribute to that integration. By focusing on cross-modal learning, the proposed Research Topic can bring together recent progress in artificial intelligence, robotics, psychology and neuroscience.

The Handbook of Usage-Based Linguistics

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Release : 2023-07-05
Genre : Language Arts & Disciplines
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Book Rating : 831/5 ( reviews)

The Handbook of Usage-Based Linguistics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Handbook of Usage-Based Linguistics write by Manuel Diaz-Campos. This book was released on 2023-07-05. The Handbook of Usage-Based Linguistics available in PDF, EPUB and Kindle. The Handbook of Usage-Based Linguistics The Handbook of Usage-Based Linguistics is the first edited volume to provide a comprehensive, authoritative, and interdisciplinary view of usage-based theory in linguistics. Contributions by an international team of established and emerging scholars discuss the application of used-based approaches in phonology, morphosyntax, psycholinguistics, language variation and change, language development, cognitive linguistics, and other subfields of linguistics. Unprecedented in depth and scope, this groundbreaking work of scholarship addresses all major theoretical and methodological aspects of usage-based linguistics while offering diverse perspectives and key insights into theory, history, and methodology. Throughout the text, in-depth essays explore up-to-date methodologies, emerging approaches, new technologies, and cutting-edge research in usage-based linguistics in many languages and subdisciplines. Topics include used-based approaches to subfields such as anthropological linguistics, computational linguistics, statistical analysis, and corpus linguistics. Covering the conceptual foundations, historical development, and future directions of usage-based theory, The Handbook of Usage-Based Linguistics is a must-have reference work for advanced students and scholars in anthropological linguistics, psycholinguistics, cognitive linguistics, corpora analysis, and other subfields of linguistics.

MultiMedia Modeling

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Book Rating : 119/5 ( reviews)

MultiMedia Modeling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook MultiMedia Modeling write by Stevan Rudinac. This book was released on . MultiMedia Modeling available in PDF, EPUB and Kindle.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023

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Release : 2023-09-30
Genre : Computers
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Book Rating : 872/5 ( reviews)

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 write by Hayit Greenspan. This book was released on 2023-09-30. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 available in PDF, EPUB and Kindle. The ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada, in October 2023. The 730 revised full papers presented were carefully reviewed and selected from a total of 2250 submissions. The papers are organized in the following topical sections: Part I: Machine learning with limited supervision and machine learning – transfer learning; Part II: Machine learning – learning strategies; machine learning – explainability, bias, and uncertainty; Part III: Machine learning – explainability, bias and uncertainty; image segmentation; Part IV: Image segmentation; Part V: Computer-aided diagnosis; Part VI: Computer-aided diagnosis; computational pathology; Part VII: Clinical applications – abdomen; clinical applications – breast; clinical applications – cardiac; clinical applications – dermatology; clinical applications – fetal imaging; clinical applications – lung; clinical applications – musculoskeletal; clinical applications – oncology; clinical applications – ophthalmology; clinical applications – vascular; Part VIII: Clinical applications – neuroimaging; microscopy; Part IX: Image-guided intervention, surgical planning, and data science; Part X: Image reconstruction and image registration.

Proceedings of 2023 Chinese Intelligent Systems Conference

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Release : 2023-11-05
Genre : Technology & Engineering
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Book Rating : 860/5 ( reviews)

Proceedings of 2023 Chinese Intelligent Systems Conference - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Proceedings of 2023 Chinese Intelligent Systems Conference write by Yingmin Jia. This book was released on 2023-11-05. Proceedings of 2023 Chinese Intelligent Systems Conference available in PDF, EPUB and Kindle. This book constitutes the proceedings of the 19th Chinese Intelligent Systems Conference, CISC 2023, which was held during October 14–15, 2023, in Ningbo, Zhejiang, China. The book focuses on new theoretical results and techniques in the field of intelligent systems and control. This is achieved by providing in-depth studies of a number of important topics such as multi-agent systems, complex networks, intelligent robots, complex systems theory and swarm behavior, event-driven and data-driven control, robust and adaptive control, big data and brain science, process control, intelligent sensors and detection technology, deep learning and learning control, navigation and control of aerial vehicles, and so on. The book is particularly suitable for readers interested in learning intelligent systems and control and artificial intelligence. The book can benefit researchers, engineers and graduate students.