Essays about: "Progressive Neural Networks"

Found 5 essays containing the words Progressive Neural Networks.

  1. 1. Image Colorization Based on Deep Learning

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

    Author : Tao Deng; [2023]
    Keywords : Image colorization; Deep Learning; Convolutional Neural Network; Generative Adversarial Network; Färgläggning av bilder; djupinlärning; Konvolutionella Neurala Nätverk; Generativa Adversariella Nätverk;

    Abstract : With the development of artificial intelligence, there is a clear trend to combine computer technology with traditional industries. In recent years, with the development of digital media technology, many methods for coloring gray-scale images have been proposed. READ MORE

  3. 2. Integration of Continual Learning and Semantic Segmentation in a vision system for mobile robotics

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Cristian David Echeverry Valencia; [2023]
    Keywords : Continual Learning; Progressive Neural Networks; mobile robotics; Computer Vision; Machine Learning; Semantic Segmentation;

    Abstract : Over the last decade, the integration of robots into various applications has seen significant advancements fueled by Machine Learning (ML) algorithms, particularly in autonomous and independent operations. While robots have become increasingly proficient in various tasks, object instance recognition, a fundamental component of real-world robotic interactions, has witnessed remarkable improvements in accuracy and robustness. READ MORE

  4. 3. Predicting Reactor Instability Using Neural Networks

    University essay from KTH/Fysik

    Author : Hilborn Hubert; [2022]
    Keywords : Boiling Water Reactors; Density Wave Instability; Multi-Layer Perceptron; Support Vector Regression; Kernel-Ridge Regression;

    Abstract : The study of the instabilities in boiling water reactors is of significant importance to the safety withwhich they can be operated, as they can cause damage to the reactor posing risks to both equipmentand personnel. The instabilities that concern this paper are progressive growths in the oscillatingpower of boiling-water reactors. READ MORE

  5. 4. Improving Brain Tumor Segmentation using synthetic images from GANs

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Aashana Nijhawan; [2021]
    Keywords : Image segmentation; Generative Adversarial Networks; GANs; Computer Vision; synthetic images; generator; discriminator; uncertainty estimation; deep neural networks; U-net; PGGAN;

    Abstract : Artificial intelligence (AI) has been seeing a great amount of hype around it for a few years but more so now in the field of diagnostic medical imaging. AI-based diagnoses have shown improvements in detecting the smallest abnormalities present in tumors and lesions. This can tremendously help public healthcare. READ MORE

  6. 5. Regional atrophy correlates of domain-specific episodic memory in early Alzheimer’s disease

    University essay from Lunds universitet/Institutionen för psykologi

    Author : Hannah Baumeister; [2021]
    Keywords : Alzheimer’s disease; episodic memory; amyloid-β; tau; atrophy; neurodegeneration; mnemonic discrimination; response bias; Medicine and Health Sciences;

    Abstract : Alzheimer’s disease (AD) is characterized by amyloid-β (Aβ) and tau depositions as well as neurodegeneration, and is typically accompanied by a progressive decline in episodic memory. Previous research proposes two neural memory networks that process different stimulus domains. READ MORE