Essays about: "Multitask Learning"

Showing result 1 - 5 of 8 essays containing the words Multitask Learning.

  1. 1. Teaching with Audiobooks in an EFL Classroom : The Didactical Benefits of Envisionment, Inclusion, and Narration in Audiobooks

    University essay from Högskolan i Halmstad/Akademin för lärande, humaniora och samhälle

    Author : Cynthia Castillo Silva; Esin Alatas; [2023]
    Keywords : Audiobooks; The Graveyard Book; EFL students; Printed book;

    Abstract : This paper aims to investigate how audiobooks can be used didactically in the EFL classroom. The research questions are: “How do EFL students perceive and visualize the storyworld when listening to audiobooks?”, “Does EFL students’ comprehension differ when listening to an audiobook as opposed to reading a printed book”, and lastly, “What are the benefits of using audiobooks didactically in an EFL classroom?”. READ MORE

  3. 2. Multi-Scale Task Dynamics in Transfer and Multi-Task Learning : Towards Efficient Perception for Autonomous Driving

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

    Author : Simon Ekman von Huth; [2023]
    Keywords : Autonomous Driving; Computer Vision; Deep Learning; Machine Learning; Multi-Task Learning; Transfer Learning; Task Relationships; Task Dynamics; Python; Multi-Scale Representation Learning; Fuss-Free Network; Självkörande Fordon; Datorseende; Djupinlärning; Maskininlärning; Multiuppgiftsinlärning; Överföringsinlärning; Uppgiftsrelationer; Uppgiftsdynamik; Python; Flerskalig Representationsinlärning; Fuss-Free Nätverk;

    Abstract : Autonomous driving technology has the potential to revolutionize the way we think about transportation and its impact on society. Perceiving the environment is a key aspect of autonomous driving, which involves multiple computer vision tasks. READ MORE

  4. 3. Metadata assisted finetuning with largepre-trained language models forabstractive text summarization : Multi-task finetuning with abstractive text summarization and categoryclassification

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Max Sjöblom; [2023]
    Keywords : ;

    Abstract : Text summarization is time-consuming for humans to complete but is still required in many areas. Recent progress in machine learning research, especially in the natural language domain, has produced promising results. READ MORE

  5. 4. Energy Consumptions for Vehicles using Multitask Learning

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Venkata Sai Vivek Uddagiri; Shankara Narayanan Bangalore Ramalingam; [2022]
    Keywords : ;

    Abstract : This thesis aims to predict energy (fossil fuel and electric) consumption of internal combustion and hybrid vehicles. This thesis is in association with Wireless cars. Accurate prediction of energy consumption in vehicles is vital, as it can pave the way for a more sustainable future. READ MORE

  6. 5. Reducing Unintended bias in Text Classification using Multitask learning.

    University essay from Blekinge Tekniska Högskola

    Author : Venkata Sai Sukesh Settipalli; Naga Manendra Kumar Dasireddy; [2021]
    Keywords : ;

    Abstract : .... READ MORE