Essays about: "Rate adaptation"

Showing result 6 - 10 of 100 essays containing the words Rate adaptation.

  1. 6. Real-time Unsupervised Domain Adaptation

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

    Author : Marc Botet Colomer; [2023]
    Keywords : Unsupervised Domain Adaptation; Real-Time applications; Online Learning; Self-Learning; Semantic Segmentation; Reinforcement Learning; Oövervakad domänanpassning; Realtidsapplikationer; Onlineinlärning; Självinlärning; Semantisk Segmentering; Förstärkningsinlärning;

    Abstract : Machine learning systems have been demonstrated to be highly effective in various fields, such as in vision tasks for autonomous driving. However, the deployment of these systems poses a significant challenge in terms of ensuring their reliability and safety in diverse and dynamic environments. READ MORE

  3. 7. Climate Resilient Development and Disasters : Trend analysis of policy change after milestone events in the period 2000 - 2020

    University essay from Uppsala universitet/Statsvetenskapliga institutionen

    Author : Hannes Grünfeld; [2023]
    Keywords : Climate resilient development; disaster-reform hypothesis; milestone events; effect lag; trend analysis;

    Abstract : There is a debate within the field of policy studies whether disasters are drivers of policy reforms, as encapsulated by the disaster-reform hypothesis. Since the disaster rate for extreme weather events are increasing in frequency and severity due to climate change, it is of high relevance to study if these disasters have any effect on climate polices. READ MORE

  4. 8. Evaluating Incremental Machine Learning for Smart Home Adaptation with Embedded Systems

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Alban Islami; Nezar Sheikhi; [2023]
    Keywords : Machine learning; embedded systems; incremental learning; online learning; smart home;

    Abstract : The combination of machine learning on embedded systems has quickly increased throughout the years. Subsets like TinyML have become an integral part of how embedded systems implement machine learning. The field has evolved quickly, and TinyOL is an emerging subset that redefines what is possible with embedded systems. READ MORE

  5. 9. Developing an Automated System for Yeast Culture Cultivation and Control using Flow Cytometry

    University essay from Lunds universitet/Teknisk mikrobiologi

    Author : Sara Magnusson; [2023]
    Keywords : Yeast; flow cytometry; applied microbiology; Technology and Engineering; Biology and Life Sciences;

    Abstract : Flow cytometry is a versatile tool for monitoring a microbial population at a single-cell level. Multiple parameters can be monitored based on the users’ requirements through the utilization of different dyes, biosensors etc. READ MORE

  6. 10. Domain Adaptation with N-gram Language Models for Swedish Automatic Speech Recognition : Using text data augmentation to create domain-specific n-gram models for a Swedish open-source wav2vec 2.0 model

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

    Author : Viktor Enzell; [2022]
    Keywords : Automatic Speech Recognition; Domain Adaptation; Language Models; Ngram Models; Wav2vec2; Taligenkänning; Domänanpassning; Språkmodeller; N-gramModeller; Wav2vec2;

    Abstract : Automatic Speech Recognition (ASR) enables a wide variety of practical applications. However, many applications have their own domain-specific words, creating a gap between training and test data when used in practice. READ MORE