Essays about: "Diffusionsmodell"
Found 4 essays containing the word Diffusionsmodell.
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1. Text to Music Audio Generation using Latent Diffusion Model : A re-engineering of AudioLDM Model
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In the emerging field of audio generation using diffusion models, this project pioneers the adaptation of the AudioLDM model framework, initially designed for text-to-daily sounds generation, towards text-to-music audio generation. This shift addresses a gap in the current scope of audio diffusion models, predominantly focused on everyday sounds. READ MORE
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2. Highway Traffic Forecasting with the Diffusion Model : An Image-Generation Based Approach
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Forecasting of highway traffic is a common practice for real traffic information system, and is of vital importance to traffic management and control on highways. As a typical time-series forecasting task, we want to propose a deep learning model to map the historical sensory traffic values (e.g., speed, flow) to future traffic forecasts. READ MORE
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3. Generating Synthetic CT Images Using Diffusion Models
University essay from Umeå universitet/Institutionen för fysikAbstract : Magnetic resonance (MR) images together with computed tomography (CT) images are used in many medical practices, such as radiation therapy. To capture those images, patients have to undergo two separate scans: one for the MR image, which involves using strong magnetic fields, and one for the CT image which involves using radiation (x-rays). READ MORE
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4. Adapting the bundle of capillary tubes model (BCTM) for vertical soil solute transport modelling
University essay from Lunds universitet/Miljövetenskaplig utbildningAbstract : This study explores an approach for adapting the bundle of capillary tubes soil model for vertical soil solute transport modelling. The soil is split into thin layers allowing vertical water flow between capillaries of differing width with concomitant advective flow of solutes. Diffusion is included to improve realism. READ MORE