Essays about: "Domain Transfer"

Showing result 6 - 10 of 155 essays containing the words Domain Transfer.

  1. 6. Quality enhancement of time-resolved computed tomography scans with cycleGAN

    University essay from Lunds universitet/Synkrotronljusfysik; Lunds universitet/Fysiska institutionen

    Author : Johannes Stubbe; [2023]
    Keywords : carbon fibers; carbon fibres; microfibers; tomography; deep learning; cycleGAN; time-resolved tomography; Physics and Astronomy;

    Abstract : Time-resolved x-ray tomography enables us to dynamically and non-destructively study the interior of a specimen. The obtainable temporal resolution is limited by the x-ray flux and the desired spatial resolution. READ MORE

  3. 7. Domain Adaptation for Multi-Contrast Image Segmentation in Cardiac Magnetic Resonance Imaging

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Thomas Proudhon; [2023]
    Keywords : Cardiac Magnetic Resonance Imaging; Deep Learning; Domain Adaptation; Unsupervised Segmentation; Image-to-image Translation;

    Abstract : Accurate segmentation of the ventricles and myocardium on Cardiac Magnetic Resonance (CMR) images is crucial to assess the functioning of the heart or to diagnose patients suffering from myocardial infarction. However, the domain shift existing between the multiple sequences of CMR data prevents a deep learning model trained on a specific contrast to be used on a different sequence. READ MORE

  4. 8. Head-to-head Transfer Learning Comparisons made Possible : A Comparative Study of Transfer Learning Methods for Neural Machine Translation of the Baltic Languages

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Mathias Stenlund; [2023]
    Keywords : machine translation; transfer learning; Latvian; Lithuanian; low-resource languages; transformers; parent language; child language; comparative study;

    Abstract : The struggle of training adequate MT models using data-hungry NMT frameworks for low-resource language pairs has created a need to alleviate the scarcity of sufficiently large parallel corpora. Different transfer learning methods have been introduced as possible solutions to this problem, where a new model for a target task is initialized using parameters learned from some other high-resource task. READ MORE

  5. 9. Knowledge Transfer Within Integrated Logistics Support at Saab Kockums - A Case Study

    University essay from Lunds universitet/Innovation

    Author : Lovisa Lindström; [2023]
    Keywords : Knowledge management; Integrated Logistics Support ILS ; Complex Product Development; Lessons learned; Technology and Engineering;

    Abstract : Komplex produktutveckling med långa projekttider kräver framgångsrik överföring av kunskap inom och mellan projekt. Avdelningen för integrerat logistikstöd (ILS) vid Saab Kockums Malmö har identifierat ett behov av att överskåda de nuvarande arbetssätten. READ MORE

  6. 10. CAD/CAM Software Integration for Toolpath Application : at Sandvik Coromant

    University essay from KTH/Produktionsutveckling

    Author : Karthikeyan Dhanapal; Tariq Aslam Mohamed Ameen; [2023]
    Keywords : CAM; CoroPlus® Tool Path; CSI; API; STEP; REST; SQL; JSON;

    Abstract :  In the domain of CAD/CAM, innovative strategies are devised and positioned to transform communication and streamline machining processes. Recent advancements have fueled the need for tailored solutions integrated into CAM software, having a transformative impact in this field. READ MORE