Sökning: "continual improvements"

Visar resultat 1 - 5 av 26 uppsatser innehållade orden continual improvements.

1. 1. Integration of Continual Learning and Semantic Segmentation in a vision system for mobile robotics

   Master-uppsats, Luleå tekniska universitet/Rymdteknik

   Författare :Cristian David Echeverry Valencia; [2023]
   Nyckelord :Continual Learning; Progressive Neural Networks; mobile robotics; Computer Vision; Machine Learning; Semantic Segmentation;

   Sammanfattning : Over the last decade, the integration of robots into various applications has seen significant advancements fueled by Machine Learning (ML) algorithms, particularly in autonomous and independent operations. While robots have become increasingly proficient in various tasks, object instance recognition, a fundamental component of real-world robotic interactions, has witnessed remarkable improvements in accuracy and robustness. LÄS MER

3. 2. Tackling Non-Stationarity in Reinforcement Learning via Latent Representation : An application to Intraday Foreign Exchange Trading

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Adriano Mundo; [2023]
   Nyckelord :Reinforcement Learning; Latent Representation; VAE; Non-Stationary; FQI; FX Trading; Förstärkningsinlärning; Latent representation; VAE; Icke-stationär; FQI; FX handel;

   Sammanfattning : Reinforcement Learning has applications in various domains, but the typical assumption is of a stationary process. Hence, when this hypothesis does not hold, performance may be sub-optimal. LÄS MER

4. 3. Användning av Infektionsverktyget (IV) med fokus på uppföljning av vårdrelaterade infektioner och antibiotikaförskrivning; nytta, utmaningar och behov : En intervjustudie

   Master-uppsats, Uppsala universitet/Institutionen för farmaci

   Författare :Shania Tahir Baker; [2022]
   Nyckelord :Infektionsverktyget; Digitalisering; E-hälsa; Vårdrelaterade infektioner; Antibiotikakonsumtion; Antibiotikaresistens; Resistensutveckling;

   Sammanfattning : Background: Healthcare-associated infections (HAI) and antibiotic resistance have over the years proven to be increasingly growing health problems globally. HAI commonly develop in patients during hospitalization for treatment of other diseases whereas antibiotic resistance develops due to continual irrational use of antibiotics. LÄS MER

5. 4. Continual Learning and Biomedical Image Data : Attempting to sequentially learn medical imaging datasets using continual learning approaches

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Davit Soselia; [2022]
   Nyckelord :Deep Learning; Continual Learning; Catastrophic Forgetting; Biomedical Image Classification; Djup inlärning; kontinuerligt lärande; katastrofal glömska; biomedicinsk bildklassificering;

   Sammanfattning : While deep learning has proved to be useful in a large variety of tasks, a limitation remains of needing all classes and samples to be present at the training stage in supervised problems. This is a major issue in the field of biomedical imaging since keeping samples in the training sets consistently is often a liability. LÄS MER

7. 5. Normen och de avvikande : Läromedelsanalys ur ett islamologiskt perspektiv

   Kandidat-uppsats, Högskolan i Gävle/Religionsvetenskap

   Författare :Jonna Sköld; Mårten Wahlström; [2021]
   Nyckelord :Islamologi; religionsvetenskap; islam; muslimer; didaktik; läromedelsanalys; lärobok; religionskunskap;

   Sammanfattning : This study examines the representation of Islam and Muslims in religious education textbooks from the years 2012–2015 used in the Swedish schools, for upper secondary school students at the introductory level. Six textbooks are analysed by applying islamologist, Jonas Otterbeck’s seven categories for textbook analysis (2004). LÄS MER