Essays about: "end-to-end learning"

Showing result 16 - 20 of 80 essays containing the words end-to-end learning.

  1. 16. Generation of Control Logic from Ordinary Speech

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Hamed Haghjo; Elias Vahlberg; [2022]
    Keywords : Code generation; generation of code; generation of control logic; natural language processing;

    Abstract : Developments in automatic code generation are evolving remarkably fast, with companies and researchers competing to reach human-level accuracy and capability. Advancements in this field primarily focus on using machine learning models for end-to-end code generation. READ MORE

  3. 17. Smart Scooter : Solving e-scooter safety problems with multi-modal, privacy-preserving sensor technology and machine learning

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

    Author : Beatrice Lovely; [2022]
    Keywords : Smart Devices; Machine Learning; Sensors; Radar; Inertial Measurement Unit; Computer Vision; Smarta Saker; Maskininlärning; Sensorer; Radar; Tröghetsmåttenhet; Dator- seende;

    Abstract : Micromobility ride-share scooters (e-scooters) have become a popular mode of transport in several major cities around the world, yet several safety and accessibility issues stem from how these scooters are operated, including sidewalk riding, unsafe parking and wrong-way riding. This thesis tackles these issues through a novel, privacy-preserving, end-to-end sensor system that employs lightweight machine learning models to provide real-time feedback to users to present unsafe scooter operation. READ MORE

  4. 18. Java Syntax Error Repair Using RoBERTa

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

    Author : Ziyi Xiang; [2022]
    Keywords : Java program repair; RoBERTa; Neural machine translation architecture; Reparation av Java­program; RoBERTa; Neural maskinöversättningsarkitektu;

    Abstract : Deep learning has achieved promising results for automatic program repair (APR).In this paper, we revisit this topic and propose an end-to-end approach Classfix tocorrect java syntax errors. Classfix uses the RoBERTa classification model to localizethe error, and uses the RoBERTa encoder-decoder model to repair the located buggyline. READ MORE

  5. 19. Towards latency-aware control using 5G and Edge-based control architectures

    University essay from Uppsala universitet/Signaler och system

    Author : Emil Lindahl; Maxx Wallberg; [2022]
    Keywords : 5G; Wireless Control Systems; Edge-based Control Systems; Networked Control Systems;

    Abstract : Wireless, Edge-based control and 5G networks are all examples of technologies of the emerging Industry 4.0. Understanding and evaluating these technologies is important to the development of future manufacturing and factories. READ MORE

  6. 20. Swedish Language End-to-End Automatic Speech Recognition for Media Monitoring using Deep Learning

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Hector Nyblom; [2022]
    Keywords : Automatic Speech Recognition; Deep Learning; Machine Learning; Natural Language Processing; Media Monitoring;

    Abstract : In order to extract relevant information from speech recordings, the general approach is to first convert the audio into transcribed text. The text can then be analysed using well researched methods. NewsMachine AB provides customers with an overview of how they are represented in media by analysing articles in text form. READ MORE