Essays about: "Machine Translation"

Showing result 21 - 25 of 115 essays containing the words Machine Translation.

  1. 21. Effects of Local Data Distortion in Federated Learning

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Fredrik Peteri Harr; [2022]
    Keywords : federated learning; machine learning; neural networks; distortion;

    Abstract : This study explored how clients with distorted data affected the Federated Learning process using the FedAvg and FedProx algorithms. Different amounts of the three distortions, Translation, Rotation, and Blur, were tested using three different Machine Learning models. READ MORE

  3. 22. Online Unsupervised Domain Adaptation

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

    Author : Theodoros Panagiotakopoulos; [2022]
    Keywords : Unsupervised Domain Adaptation; Continual Learning; Curriculum Learning; Clear2Rain; Self-Supervised Learning; Semantic Segmentation; Transfer Learning; Online Learning; Unsupervised Domain Adaptation; Kontinuerligt lärande; Curriculum Learning; Clear2Rain; Self-Supervised Learning; Semantisk Segmentering; Transfer Learning; Online Learning;

    Abstract : Deep Learning models have seen great application in demanding tasks such as machine translation and autonomous driving. However, building such models has proved challenging, both from a computational perspective and due to the requirement of a plethora of annotated data. READ MORE

  4. 23. An Initial Investigation of Neural Decompilation for WebAssembly

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

    Author : Adam Benali; [2022]
    Keywords : Decompilation; WebAssembly; Reverse Engineering; Neural Machine Translation; Décompilation; WebAssembly; Rétro-Ingénierie; Traduction Automatique Neuronale; Dekompilering; WebAssembly; Reverse Engineering; Neural Maskinöversättning;

    Abstract : WebAssembly is a new standard of the World Wide Web that is used as a compilation target and which is meant to enable high-performance applications. As it becomes more popular, the need for corresponding decompilers increases, for security reasons for instance. READ MORE

  5. 24. Grammatical Error Correction for Learners of Swedish as a Second Language

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Martina Nyberg; [2022]
    Keywords : grammatical error correction; swedish; machine translation; language modeling; machine learning;

    Abstract : Grammatical Error Correction refers to the task of automatically correcting errors in written text, typically with respect to texts written by learners of a second language. The work in this thesis implements and evaluates two methods to Grammatical Error Correction for Swedish. READ MORE

  6. 25. Development of a tool to analyze back-focus characteristics of fix-focal cameras

    University essay from Lunds universitet/Innovation

    Author : Björn Lind; [2022]
    Keywords : Technology and Engineering;

    Abstract : Fix-focal cameras require careful alignment of the sensor relative to the lens during assembly in order to produce a sharp image. Axis developed wide- and fish-eye network cameras are, for a number of reasons, focused at infinity when aligned. READ MORE