Sökning: "Generative modeling"

Visar resultat 1 - 5 av 15 avhandlingar innehållade orden Generative modeling.

  1. 1. A Modeling Language for the Description and Development of Tool Chains for Embedded Systems

    Författare :Matthias Biehl; Törngren Martin; Hans Vangheluwe; KTH; []
    Nyckelord :ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Tool Chain; Tool Integration; Domain-Specific Modeling Language; Generative Approach; Lifecycle Support for Embedded System Development;

    Sammanfattning : The development of embedded systems is typically supported by a number of diverse development tools. To achieve seamless tool support throughout the embedded systems development process, tool chains are constructed as software solutions that integrate the development tools. LÄS MER

  2. 2. Synthetic data for visual machine learning : A data-centric approach

    Författare :Apostolia Tsirikoglou; Jonas Unger; Gabriel Eilertsen; Anders Ynnerman; Philipp Slusallek; Linköpings universitet; []
    Nyckelord :ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Training data; Synthetic images; Computer graphics; Generative modeling; Natural images; Histopathology; Digital pathology; Machine learning; Deep learning;

    Sammanfattning : Deep learning allows computers to learn from observations, or else training data. Successful application development requires skills in neural network design, adequate computational resources, and a training data distribution that covers the application do-main. LÄS MER

  3. 3. A Learning-driven Approach for Behavior Modeling in Agent-based Simulation

    Författare :Robert Junges; Franziska Klügl; Mathias Broxvall; Lars Braubach; Örebro universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES; agent-based simulation; agent modeling; agent learning;

    Sammanfattning : Agent-based simulation is a prominent application of the agent-based system metaphor. One of the main characteristics of this simulation paradigm is the generative nature of the outcome: the macro-level system behavior is generated from the micro-level agent behavior. LÄS MER

  4. 4. Exploration and Optimization of Building Design Solutions using Computational Design

    Författare :Jani Mukkavaara; Marcus Sandberg; Timo Hartmann; Luleå tekniska universitet; []
    Nyckelord :ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Building information modeling; Evolutionary design; Generative design; Parametric design; Byggproduktion och teknik; Construction Management and Building Technology;

    Sammanfattning : The focus of building design is increasingly moving towards considering performance as a driver, which can especially be seen in the realm of sustainable or green building design due to the advent of ambitious goals regarding energy consumption and emissions. Accounting for these concerns is an important target of the building design process, where there is a potential to make valuable contributions. LÄS MER

  5. 5. Generative models for action generation and action understanding

    Författare :Judith Bütepage; Danica Kragic; Ivan Laptev; KTH; []
    Nyckelord :ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Computer Science; Datalogi;

    Sammanfattning : The question of how to build intelligent machines raises the question of how to rep-resent the world to enable intelligent behavior. In nature, this representation relies onthe interplay between an organism’s sensory input and motor input. Action-perceptionloops allow many complex behaviors to arise naturally. LÄS MER