Essays about: "Supervision models"

Showing result 1 - 5 of 47 essays containing the words Supervision models.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Locating the Effects of Emotional and Aesthetic Labor on Performance Through the Lens of Flight Attendants : —An investigative qualitative study of a low-cost and a premium airline

    University essay from Linnéuniversitetet/Institutionen för marknadsföring och turismvetenskap (MTS)

    Author : Athina Spyridonos; Hala Zeeb; [2023]
    Keywords : aesthetic labor; emotional labor; employee performance; flight attendants; low-cost airline; premium airline; motivation; Herzberg;

    Abstract : This research implemented a multiple case study design to investigate the effects of aesthetic and emotional labor in the premium airline context of Emirates, in comparison to the low-cost airline context of easyJet. This was achieved through the conduct of interviews with flight attendants from each airline as they are the frontline employees who are mostly concerned with the implementation of these standards. READ MORE

  4. 3. Visual Bird's-Eye View Object Detection for Autonomous Driving

    University essay from Linköpings universitet/Datorseende

    Author : Erik Lidman; [2023]
    Keywords : computer vision; machine learning; neural networks; deep learning; autonomous driving; autonomous systems; datorseende; maskininlärning; neuronnät; djupinlärning; autonom körning; autonoma system;

    Abstract : In the field of autonomous driving a common scenario is to apply deep learningmodels on camera feeds to provide information about the surroundings. A recenttrend is for such vision-based methods to be centralized, in that they fuse imagesfrom all cameras in one big model for a single comprehensive output. READ MORE

  5. 4. Image-Based Classification Solutions for Robust Automated Molecular Biology Labs

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Arnold Teo; [2023]
    Keywords : Neural networks; Deep learning; Transfer learning; TensorFlow; Single-cell genomics; Image classification; Neurala nätverk; Djupinlärning; Överförd inlärning; TensorFlow; Enskild cellgenomik; Bildklassificering;

    Abstract : Single-cell genomics (SCG) are methods for investigating heterogeneity between biological cells, among these is Smart-seq which sequences from RNA molecules. A more recent version of this method is Smart-seq3xpress which is currently in the process of being automated by the Sandberg lab at Karolinska Institutet. READ MORE

  6. 5. Modeling Interest Rate Risk in the Banking Book

    University essay from KTH/Matematik (Avd.)

    Author : Måns Ulmgren; [2022]
    Keywords : applied mathematics; IRRBB; Nelson Siegel; yield curve; tillämpad matematik; IRRBB; Nelson Siegel; avkastningskurva;

    Abstract : For a long time, being able to model and mitigate financial risk has been a key success factor for institutions. Apart from an internal incentive, legal and regulatory requirements continue to develop which increases the need for extensive internal risk control. READ MORE