Essays about: "style transfer"

Showing result 6 - 10 of 45 essays containing the words style transfer.

1. 6. Fingerprint Synthesis Using Deep Generative Models

   University essay from Lunds universitet/Matematik LTH

   Author : Weizhong Tang; Diego André Figueroa Llamosas; [2023]
   Keywords : Fingerprint Synthesis; Deep Generative Models; Style Transfer; Metrics; Technology and Engineering;

   Abstract : The advancements in biometric technology have amplified the need for more robust fingerprint synthesis techniques. In this thesis, we first explored the application of synthesizing normal fingerprint images in high fidelity using deep generative models (e.g. READ MORE

3. 7. Exploring toxic lexicon similarity methods with the DRG framework on the toxic style transfer task

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

   Author : Martin Iglesias; [2023]
   Keywords : Detoxifcation; Text style transfer; Deep learning; Transformers; Linguistics; Natural Language Processing; Hate speech; Text style-conditional generation; Large language model; Avgiftning; Överföring av textstil; Djupinlärning; Transformatorer; Lingvistik; Naturlig språkbehandling; Hatprat; Textstil - villkorlig generering; Stor språkmodell;

   Abstract : The topic of this thesis is the detoxification of language in social networks with a particular focus on style transfer techniques that combine deep learning and linguistic resources. In today’s digital landscape, social networks are rife with communication that can often be toxic, either intentionally or unintentionally. READ MORE

4. 8. Genre style transfer : Symbolic genre style transfer utilising GAN with additional genre-enforcing discriminators

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Leif Sulaiman; Sebastian Larsson; [2022]
   Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Generative Adversarial Network; Variational Autoencoder; CycleGAN; Music; Style Transfer; Neural Network;

   Abstract : Style transfer using Generative adversarial networks (GANs) has been successful in recent publications. One field in style transfer is music style transfer, in which a piece of music is transformed in some way, be it through genre-, harmonic-, rhythmic transfer, etc. READ MORE

5. 9. High Resolution Quality Enhancement of Digitized Artwork using Generative Adversarial Networks

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

   Author : Dennis Magnusson; [2022]
   Keywords : Image enhancement; Image style transfer; Image superresolution; Machine Learning; Bildförbättring; Bildstilöversättning; Bildsuperupplösning; Maskininlärning;

   Abstract : Digitization of physical artwork is usually done using image scanning devices in order to ensure that the output is accurate in terms of color and is of sufficiently high resolution, usually over 300 pixels per inch, however the usage of such a device is in some cases unfeasible due to medium or size constraints. Photography of the artwork is another method of artwork digitization, however such methods often produce results containing camera artifacts such as shadows, reflections or low resolution. READ MORE

6. 10. Towards Automatic Generation of Personality-Adapted Speech and Emotions for a Conversational Companion Robot

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

   Author : Alessio Galatolo; [2022]
   Keywords : Personality; Emotions; Human-Robot Interaction; Machine Learning; Large Language Models; Text-style transfer; GPT-3; STRAP; Personlighet; Känslor; Människa-robotinteraktion; Maskininlärning; Stora Språkmodeller; Överföring av text; GPT-3; STRAP;

   Abstract : Previous works in Human-Robot Interaction have demonstrated the positive potential benefit of designing highly anthropomorphic robots. This includes physical appearance but also whether they can express emotions, behave in a congruent manner, etc. READ MORE