Essays about: "style transfer"
Showing result 11 - 15 of 45 essays containing the words style transfer.
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11. Efficient High-level Synthesis Implementation of massive MIMO Processing on RFSoC
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Massive multiple-input multiple-output (MIMO) refers to a wireless access technology that equips base station (BS) with hundreds to thousands of antennas to serve tens of user equipment (UE) in the same time-frequency resource. These extensive antennas improve spectral and energy efficiency, but the detection algorithms tend to be more complex with operations, multiplications, and inversions on larger size matrix. READ MORE
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12. The "RESTful" Services: Are they "RESTful" Yet? : - A Follow-up Study
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : The Representational State Transfer (REST) architecture style surfaced quickly to be the favorable scheme to standardize the communication for network-based hypermedia systems due to its uniform discipline. As a result, various giant web services adopted the REST architecture as their primary architectural choice for their services. READ MORE
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13. Style Transfer Paraphrasing for Consistency Training in Sentiment Classification
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Text data is easy to retrieve but often expensive to classify, which is why labeled textual data is a resource often lacking in quantity. However, the use of labeled data is crucial in supervised tasks such as text classification, but semi-supervised learning algorithms have shown that the use of unlabeled data during training has the potential to improve model performance, even in comparison to a fully supervised setting. READ MORE
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14. Smoothening of Software documentation : comparing a self-made sequence to sequence model to a pre-trained model GPT-2
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : This thesis was done in collaboration with Ericsson AB with the goal of researching the possibility of creating a machine learning model that can transfer the style of a text into another arbitrary style depending on the data used. This had the purpose of making their technical documentation appear to have been written with one cohesive style for a better reading experience. READ MORE
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15. A Comparative Study of the Quality between Formality Style Transfer of Sentences in Swedish and English, leveraging the BERT model
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Formality Style Transfer (FST) is the task of automatically transforming a piece of text from one level of formality to another. Previous research has investigated different methods of performing FST on text in English, but at the time of this project there were to the author’s knowledge no previous studies analysing the quality of FST on text in Swedish. READ MORE
