खोज परिणाम - Transformer (deep learning architecture)

Statistical Data Modeling and Machine Learning with Applications II

विषय: “…deep learning…”
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Emotion and Stress Recognition Related Sensors and Machine Learning Technologies

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Segmentation of polyps based on pyramid vision transformers and residual block for real-time endoscopy imaging द्वारा Roi Nachmani, Issa Nidal, Dror Robinson, Mustafa Yassin, David Abookasis

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Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network द्वारा Muhammad Ibrahim Dutt, Wala Saadeh

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Machine Learning for Brain Disorders

विषय - सूची: “…A Non-Technical Introduction to Machine Learning -- Classic Machine Learning Methods -- Deep Learning: Basics and Convolutional Neural Networks (CNN) -- Recurrent Neural Networks (RNN) - Architectures, Training Tricks, and Introduction to Influential Research -- Generative Adversarial Networks and Other Generative Models -- Transformers and Visual Transformers -- Clinical Assessment of Brain Disorders -- Neuroimaging in Machine Learning for Brain Disorders -- Electroencephalography and Magnetoencephalography -- Working with Omics Data, An Interdisciplinary Challenge at the Crossroads of Biology and Computer Science -- Electronic Health Records as Source of Research Data -- Mobile Devices, Connected Objects, and Sensors -- Medical Image Segmentation using Deep Learning -- Image Registration: Fundamentals and Recent Advances Based on Deep Learning -- Computer-Aided Diagnosis and Prediction in Brain Disorders -- Subtyping Brain Diseases from Imaging Data -- Data-Driven Disease Progression Modelling -- Computational Pathology for Brain Disorders -- Integration of Multimodal Data -- Evaluating Machine Learning Models and their Diagnostic Value -- Reproducibility in Machine Learning for Medical Imaging -- Interpretability of Machine Learning Methods Applied to Neuroimaging -- A Regulatory Science Perspective on Performance Assessment of Machine Learning Algorithms in Imaging -- Main Existing Datasets for Open Brain Research on Humans -- Machine Learning for Alzheimer's Disease and Related Dementias -- Machine Learning for Parkinson's Disease and Related Disorders -- Machine Learning in Neuroimaging of Epilepsy -- Machine Learning in Multiple Sclerosis -- Machine Learning for Cerebrovascular Disorders -- The Role of Artificial Intelligence in Neuro-Oncology Imaging -- Machine Learning for Neurodevelopmental Disorders -- Machine Learning and BrainImaging for Psychiatric Disorders: New Perspectives.…”
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Technological Imagination in the Green and Digital Transition

विषय - सूची: “…From a liquid society, through technological imagination, to beyond the knowledge society -- Opening lecture: Digital spaces and the material culture -- Part 1: Innovation -- Innovation for the digitization process of the AECO sector -- The digital revolution and the art of co-creation -- Towards a new humanism of technological innovation in design of the built environment -- A bim-based approach to energy analysis of existing buildings in the Italian context -- Short-term wind speed forecasting model using hybrid neural networks and wavelet packet decomposition -- COGNIBUILD: Cognitive digital twin framework for advanced building management and predictive maintenance -- Design of CCHP system with the help of combined chiller system, solar energy, and gas microturbine -- Digital construction and management the public's infrastructures -- An innovative multi-objective optimization digital workflow for social housing deep energy renovation design process -- Digital information management in thebuilt environment: Data-driven approaches for building process optimization -- Immersive facility management - A methodological approach based on BIM and mixed reality for training and maintenance operations -- A digital information model for coastal maintenance and waterfront recovery -- Sustainable workplace: Space planning model to optimize environmental impact -- Digital twin models supporting cognitive buildings for ambient assisted living -- Less automation more information: A learning tool for a post-occupancy operation and evaluation -- A prosumer approach for feeding the digital twin. …”
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Artificial Intelligence for Multisource Geospatial Information

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Natural Language Processing: Emerging Neural Approaches and Applications

विषय: “…deep learning…”
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Advances of Future IoE Wireless Network Technology

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Advances in Image Enhancement

विषय: “…deep learning…”
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Digital Signal, Image and Video Processing for Emerging Multimedia Technology

विषय: “…deep learning…”
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Novel Technologies to Enhance Energy Performance and Indoor Environmental Quality of Buildings

विषय: “…deep reinforcement learning…”
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Applications of (Big) Data Analysis in A/E/C

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Wearable Data From Subjects Playing Super Mario, Taking University Exams, or Performing Physical Exercise Help Detect Acute Mood Disorder Episodes via Self-Supervised Learning: Pro... द्वारा Filippo Corponi, Bryan M Li, Gerard Anmella, Clàudia Valenzuela-Pascual, Ariadna Mas, Isabella Pacchiarotti, Marc Valentí, Iria Grande, Antoni Benabarre, Marina Garriga, Eduard Vieta, Allan H Young, Stephen M Lawrie, Heather C Whalley, Diego Hidalgo-Mazzei, Antonio Vergari

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Intelligent Control in Energy Systems द्वारा Dounis, Anastasios

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Inferring spatial transcriptomics markers from whole slide images to characterize metastasis-related spatial heterogeneity of colorectal tumors: A pilot study द्वारा Michael Fatemi, Eric Feng, Cyril Sharma, Zarif Azher, Tarushii Goel, Ojas Ramwala, Scott M. Palisoul, Rachael E. Barney, Laurent Perreard, Fred W. Kolling, Lucas A. Salas, Brock C. Christensen, Gregory J. Tsongalis, Louis J. Vaickus, Joshua J. Levy

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Blood glucose forecasting from temporal and static information in children with T1D द्वारा Alexander Marx, Francesco Di Stefano, Heike Leutheuser, Kieran Chin-Cheong, Marc Pfister, Marc Pfister, Marie-Anne Burckhardt, Marie-Anne Burckhardt, Sara Bachmann, Sara Bachmann, Julia E. Vogt

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The Road to General Intelligence द्वारा Swan, Jerry, Nivel, Eric, Kant, Neel, Hedges, Jules, Atkinson, Timothy, Steunebrink, Bas

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Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN Autoencoder द्वारा Subham Nagar, Ahlad Kumar

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Industrial Artificial Intelligence Technologies and Applications

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