Essays about: "generalization"

Showing result 21 - 25 of 322 essays containing the word generalization.

  1. 21. Supply Chain Incentive Alignment in Bottom of the Pyramid environments

    University essay from Lunds universitet/Teknisk logistik

    Author : Rawan Yacoub; [2023]
    Keywords : Supply chain incentive alignment; Supply chain incentives; Bottom of the pyramid; Base of the pyramid; Multinational Corporations; Technology and Engineering;

    Abstract : Background: Alleviating poverty is critical for achieving sustainability (Zomorrodi et al., 2019). READ MORE

  3. 22. Exploring Normalizing Flow Modifications for Improved Model Expressivity

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Marcel Juschak; [2023]
    Keywords : Normalizing Flows; Motion Synthesis; Invertible Neural Networks; Glow; MoGlow; Maximum Likelihood Estimation; Generative models; normaliserande flöden; rörelsesyntes; inverterbara neurala nätverk; Glow; MoGlow; maximum likelihood-skattning generativa modeller;

    Abstract : Normalizing flows represent a class of generative models that exhibit a number of attractive properties, but do not always achieve state-of-the-art performance when it comes to perceived naturalness of generated samples. To improve the quality of generated samples, this thesis examines methods to enhance the expressivity of discrete-time normalizing flow models and thus their ability to capture different aspects of the data. READ MORE

  4. 23. Structure from Motion with a Neural Network

    University essay from Lunds universitet/Matematik LTH

    Author : Jiarong Gong; [2023]
    Keywords : Technology and Engineering;

    Abstract : This project delves into the 3D reconstruction of both single and multiple rigid motions, examining the potential of deep learning methods, such as that proposed by Moran et al., to supplant traditional geometry-based approaches. The project is structured into two main parts. READ MORE

  5. 24. 3D Texture Synthesis Using Graph Neural Cellular Automata

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Yitao Xu; [2023]
    Keywords : 3D Texture Synthesis; Graph Neural Cellular Automata; Image-guided Synthesis; Text-guided Manipulation; Canvas Lärplattform; Dockerbehållare; Prestandajustering 3D-textursyntes; Graf Neurala Cellulära Automater; Bildledd Syntes; Textledd Manipulation;

    Abstract : In recent years, texture synthesis has been a heated topic in computer graphics, and the development of advanced algorithms for generating high-quality 3D textures is an area of active research. A recently proposed model, Neural Cellular Automata, can synthesize realistic 2D texture images or videos. READ MORE

  6. 25. Segmentation of x-ray images using deep learning trained on synthetic data

    University essay from KTH/Fysik

    Author : Marcus Larsson; [2023]
    Keywords : Radiography; Deep Learning; Synthetic Data; Segmentation; Röntgen; Djupinlärning; Syntetisk Data; Segmentering;

    Abstract : Radiograph examinations play a critical role in various applications such as the detection of bone pathologies and lung cancer, despite the challenge of false negatives. The integration of Artificial Intelligence (AI) holds promise in enhancing image quality and assisting radiologists in their diagnostic processes. READ MORE