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Multifingered Grasp Planning via Inference in Deep Neural Networks: Optimal Deep Learning for Robot Touch: Training Accurate Pose Models of 3D Surfaces and Edges. The main goal of this pioneer special issue is to gather articles that would give the reader a global vision, insight and understanding of deep learning limits, challenges and impact. Therefore, the goal of this special issue is to collect and publish the latest developments in various aspects of deep learning with small samples. In recent years Deep Learnings and … We are pleased to offer you the June 2020 special issue on Deep learning and machine learning of the IEEE Robotics and Automation Magazine! The special issue has received 19 papers, of which 8 paper were selected for publication after a strict peer review. This Special Issue on Effective and Efficient Deep Learning based Solutions seeks for publications presenting new and extended applications of Deep Learning with a special focus on effectiveness and efficiency. Correspondence. Special issue on 5G & B5G enabling edge computing, big data and deep learning technologies. To decline or learn more, visit our Cookies page. Here is some information about how a special issue is organized. CiteScore: 10.0 ℹ CiteScore: 2019: 10.0 CiteScore measures the average citations received per peer-reviewed document published in this title. Upcoming Special Issues Special Issue on Sustainable Solutions for the Internet of Things Submission Deadline: April 15, 2021 Guest Editors: Pietro Manzoni, Ruidong Li, Silvia Figueria, Marco Zennaro Special Issue on Graph-powered Machine Learning for Internet of Things Submission Deadline: April 1, 2021 Guest Editors: Zhipeng Cai, Suparna De, Michal Kedziora, Chaokun Wang Special Issue […] Call for papers. Corresponding Author. Guest Editors: Xiaolei Ma, Xiaoyue Liu and Xiaobo Qu. Submission deadline January 15, 2021. Manuscript Due: December 31, 2020 Publication Date: August 2021 CFP Document. Special Issue on SOCO 2017: AI and ML applied to Health Sciences (MLHS) (pp.1217-1304 ) February 2020, issue 4. Students are future of robotics and automation. March 2020, issue 6. Papers that are not published in this special issue will be considered for a regular issue of TC. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Thanks to the development of life-science technologies, a huge amount of data is being produced relative to DNA and RNA sequences in abundance at the individual subject or even individual cell level. Special Issue on Deep Learning for Precise and Efficient Object Detection Object detection is one of the most challenging and important tasks of computer vision and is widely used in applications such as autonomous vehicle, biometrics, video surveillance, and human-machine interactions. [Call for Papers] IEEE TNNLS Special Issue on "Deep Learning for Anomaly Detection," Guest Editors: Guansong Pang, University of Adelaide, Australia, Charu Aggarwal, IBM T. J. Watson Research Center, United States, Chunhua Shen, University of Adelaide, Australia, Nicu Sebe, University of Trento, Italy. A look inside IEEE RAM Special Issue on Deep learning and Machine Learning- June 2020, Applications for Robot Learning and Adaptive Control, Outperforming Sampling by Learning Differentiable Models, Application to Neurological Rehabilitation Systems, A Study on Humanoid and Human Balance Control, Improving System Throughput Using OpenCV and CUDA, Resources for Workshop and Tutorial Organizers, Guidelines for Workshop and Tutorial Organizers, Conference Publications Committee (CAB-P), Conference Technical Programs Committee (CAB-T), Educational Material in Robotics and Automation, Movement Primitive Learning and Generalization: Using Mixture Density Networks, Interactive Learning of Temporal Features for Control: Shaping Policies and State Representations From Human Feedback. The purpose of this Special Issue “Deep Learning on Medical Image Analysis” is to present and highlight novel algorithms, architectures, techniques, and applications of deep learning for medical image analysis. Imaging] Special Issue Deep Learning for Visual Contents Processing and Analysis MLDM 2021 17th International Conference on Machine Learning and Data Mining SCOPUS-CMVIT 2021 5th International Conference on Machine Vision and … IEEE Transactions on Neural Networks and Learning Systems publishes special issues on emerging topics guest edited by distinguished researchers in neural networks and learning systems. Traditionally, devices used in medical industry predominantly rely on medical images and sensor data; this medical data is processed to study the patient’s health condition and information. Publication: April 2021. Volume 108, Issue 1 | January 2020. Special Issue: Special Issue on Convergence of Deep Machine Learning and Parallel Computing Environment for Bio‐Engineering Applications (DLPPBioeng2018) and Special Issue on Emerging Challenges and Frontiers in Cloud Computing (ECFC 2016) We are pleased to offer you the June 2020 special issue on Deep learning and machine learning of the IEEE Robotics and Automation Magazine! Submission deadline January 1, 2021. 05 Sep. JSTSP_SI_pg.jpg. Google Scholar: https://scholar.google.com/citations?user=gy9CfrUAAAAJ&hl=en, Copyright © 2020 Elsevier B.V. Therefore, the purpose of this Special Issue is to broadly engage the communities of DL and IP together in order to provide a forum for the researchers and practitioners related to this rapidly developing field and share their novel and original research regarding the topic of Deep Learning … Special Issue on Real-Time Intelligent Image Processing in Internet of Things Sang‐Chul Kim. The increasing scale of data, computational power, and associated algorithmic innovations are the main drivers for the progress we see in the field of machine learning (ML) and deep learning … Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction. Issue 23, December 2020 Special Issue on Emerging applications of Deep Learning and Spiking ANN (pp.17119/17378) View all volumes and issues. Special Issue Deadlines; ... IEEE JSTSP Special Issue on Deep Learning for Image/Video Restoration and Compression. © Copyright 2020 IEEE - All rights reserved. Source Normalized Impact per Paper (SNIP). Special Issue on Machine Learning and Deep Learning Techniques for Connected and Autonomous Vehicle Applications. However, many challenging topics remain with small-sample deep leaning techniques, such as data augmentation, feature learning, prior construction, meta-learning, fine tuning, etc. December 1, 2020. Guest Editors; Special Issue Papers; Scanning Our Past: The Earliest Years of Three-Phase Power—1891–1893 Please note the following important dates: • Open for Submission: November 1, 2020 RAS is a volunteer driven society with over 13,000 members worldwide. JBHI-ECDL 2021 IEEE Journal on Biomedical and Health Informatics Special Issue on Emerging Challenges for Deep Learning : ACM--ICDLT--Ei, Scopus 2021 ACM--2021 5th International Conference on Deep Learning Technologies (ICDLT 2021)--Ei Compendex, Scopus : MMDLCA 2020 International Workshop on Multi-Modal Deep Learning: Challenges and Applications 2020 Director, Computer Vision and Intelligent Systems Lab, University of North Texas, USA, Website: http://facultyinfo.unt.edu/faculty-profile?profile=xy0009, Institute of Informatics and Computing Energy, Google Scholar: https://scholar.google.com/citations?user=HfQ2jGIAAAAJ&hl=en. Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, UK. Guest Editors: Alireza Jolfaei, Neeraj Kumar, Min Chen, and Krishna Kant. Special issue call: "Explainable Deep Learning for Medical Image Computing (XDLMIC)". Cookies are used by this site. Special Issue on Deep Learning Methods for Physical-Layer Wireless Communications- Recent Advances and Future Trends (submission due: February 29, 2020) Overview Deep Learning (DL) and deep reinforcement learning (DRL) methods, well known from computer science (CS) disciplines, are beginning to emerge in wireless communications. Special Issue on Deep Learning for Emerging Embedded Real-Time Image and Video Processing Systems Guest Editors: Gwanggil Jeon, Ernesto Damiani, Marcelo Keese Albertini, Abdellah Chehri Deadline for submission: 1 st January 2021. 2020 A look inside IEEE RAM Special Issue on Deep learning and Machine Learning- June 2020 . sckim7@kookmin.ac.kr; Department of Computer Science, Kookmin University, Seoul, Korea. Manuscript Due: July 1, 2020 ... IEEE JSTSP Special Issue on Domain Enriched Learning for Medical Imaging. Use of this website signifies your agreement to the IEEE Terms and Conditions. Details of these selected papers are as follows. Call for Papers: Special Issue on Deep Learning for Video Analysis and Compression Guest editors: Dong Xu, Rama Chellappa, Luc Van Gool, Guo Lu Submission deadline: 15 December 2020 Submission deadline. Synchronization of coupled memristive inertial delayed neural networks with impulse and intermittent control Authors. Department of Computer Science and Engineering, University of North Texas, USA. Submission: May 30, 2020. State-of-the-art applications based on deep generative adversarial networks are also very welcome. Special issue call: "Fine-Grained Visual Recognition and re-IDentification". CiteScore values are based on citation counts in a range of four years (e.g. Manuscript Due: July 1, 2020 Publication Date: February 2021 CFP Document Submit Manuscript IEEE JSTSP Special Issue on Deep Learning for Image/Video Restoration and Compression | IEEE Signal Processing Society Per TC policies, only full-length papers (12+ pages) can be submitted to special issues, and each author’s bio should not exceed 150 words. Submission Deadline: 30 April 2020 IEEE Access invites manuscript submissions in the area of Deep Learning Algorithms for Internet of Medical Things.. Publication: May 30, 2021. Final revision deadline: November 30th, 2020. Call for papers. Deep Learning Models for Safe and Secure Intelligent Transportation Systems. Algorithm 2020 Special Issue on Algorithms for complex network and its applications DLRS 2021 Call for Papers: Topical Issue on Deep Learning for Recommender Systems JBHI-ECDL 2021 IEEE Journal on Biomedical and Health Informatics Special Issue on Emerging Challenges for Deep Learning Special Issue on Deep Learning Methods for Physical-Layer Wireless Communications- Recent Advances and Future Trends (submission due: February 29, 2020), Download the ‘Understanding the Publishing Process’ PDF, https://scholar.google.com/citations?user=gy9CfrUAAAAJ&hl=en, Check the status of your submitted manuscript in the. Multifidelity Reinforcement Learning With Gaussian Processes: A Deep Predictive Coding Network-Based Approach for Autonomous, Deep Learning-Based Localization and Perception Systems: Approaches for Autonomous Cargo Transportation Vehicles in Large-Scale, Semiclosed Environments, Implementing Higher Autonomy With Swarm Intelligence. 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