Sökning: "Discriminative"

Visar resultat 1 - 5 av 78 uppsatser innehållade ordet Discriminative.

  1. 1. Women in Music - Are they absent from Western Music History?

    Master-uppsats, Lunds universitet/Musikhögskolan i Malmö

    Författare :Inês Carolina Batista Paiva; [2023]
    Nyckelord :Women; Music History; Composers and Performers; Feminism; Gender Equality; Performing Arts;

    Sammanfattning : Are women absent from Western Music History? This is a question of an apparent and easy answer; however, the reality differs. This issue prevails and only started to be discussed more seriously in recent years, since feminism has been a current on-going discussion through the world. LÄS MER

  3. 2. Towards gradient faithfulness and beyond

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Vincenzo Buono; Isak Åkesson; [2023]
    Nyckelord :XAI; Visual Explanations; CAM; Grad-CAM; Expected Grad-CAM; Hyper Expected Grad; Class Activation Maps; Explainable AI; Faithfulness; Neural Network interpretability; Hyper Resolution CAM; Super Resolution CAM; Natural Encoding;

    Sammanfattning : The riveting interplay of industrialization, informalization, and exponential technological growth of recent years has shifted the attention from classical machine learning techniques to more sophisticated deep learning approaches; yet its intrinsic black-box nature has been impeding its widespread adoption in transparency-critical operations. In this rapidly evolving landscape, where the symbiotic relationship between research and practical applications has never been more interwoven, the contribution of this paper is twofold: advancing gradient faithfulness of CAM methods and exploring new frontiers beyond it. LÄS MER

  4. 3. Scene Reconstruction From 4D Radar Data with GAN and Diffusion : A Hybrid Method Combining GAN and Diffusion for Generating Video Frames from 4D Radar Data

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Alexandr Djadkin; [2023]
    Nyckelord :Deep generative models; Generative adversarial networks; Diffusion models; GAN; DGM; 4D imaging radar; Djupa generativa modeller; Generativa antagonistiska nätverk; Diffusionsmodeller; GAN; DGM; 4D-bildradar;

    Sammanfattning : 4D Imaging Radar is increasingly becoming a critical component in various industries due to beamforming technology and hardware advancements. However, it does not replace visual data in the form of 2D images captured by an RGB camera. LÄS MER

  5. 4. Can Developer Data Predict Vulnerabilities? : Examining Developer and Vulnerability Correlation in the Kibana Project

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Johan Lövgren; [2023]
    Nyckelord :Open-Source; Vulnerability Identification; High-Risk Developers; Öppen Källkod; Identifiering av Sårbarheter; Högriskutvecklare;

    Sammanfattning : Open-source software is often chosen with the expectation of increased security [1]. The transparency and peer review process of open development offer advantages in terms of more secure code. However, developing secure code remains a challenging task that requires more than just expertise. LÄS MER

  7. 5. Exploring the Use of Attention for Generation Z Fashion Style Recognition with User Annotations as Labels

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Niki Samakovlis; [2023]
    Nyckelord :Attention mechanism; CNN; Deep Learning; Fashion Style Recognition; Feature Extraction; Generation Z; Uppmärksamhetsmekanism; Faltningsnätverk; Djupinlärning; Igenkänning av klädstilar; Särdragsextraktion; Generation Z;

    Sammanfattning : As e-commerce and online shopping have increased worldwide, the interest and research of intelligent fashion systems have expanded. Given the competitive nature of the fashion market business, digital marketplaces depend on determining customer preferences. LÄS MER