Essays about: "Temporal Information."

Showing result 16 - 20 of 312 essays containing the words Temporal Information..

1. 16. Modeling Credit Default Swap Spreads with Transformers : A Thesis in collaboration with Handelsbanken

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

   Author : Johan Luhr; [2023]
   Keywords : Machine Learning; Transformer; Finance; Credit Default Swap; Credit Valuation Adjustment; Time Series Data; Maskininlärning; Transformer; Finance; Kreditswapp; Kredit Värderings Justering; Tidsserie data;

   Abstract : In the aftermath of the credit crisis in 2007, the importance of Credit Valuation Adjustment (CVA) rose in the Over The Counter (OTC) derivative pricing process. One important part of the pricing process is to determine Probability of Defaults (PDs) of the counterparty in question. READ MORE

3. 17. Implementing UX/UI in a real-time speech recognition and translation application in Android and a clinical study

   University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

   Author : Pamela Chilo; [2023]
   Keywords : ;

   Abstract : According to WHO(World Health Organization) there are over 1,5 billion people living with hearing loss. Furthermore, HRF(Hörselskadades riksförbund) believe that ‘hidden hearing loss’ can be a much larger scale of the population than what was believed. There are two parts in this project taking place parallel. READ MORE

4. 18. Hybrid Deep Learning approach for Lane Detection : Combining convolutional and transformer networks with a post-processing temporal information mechanism, for efficient road lane detection on a road image scene

   University essay from Jönköping University/Jönköping AI Lab (JAIL)

   Author : Dimitrios Zarogiannis; Stelio Bompai; [2023]
   Keywords : Lane Detection; CNN; Vision Transformer; Deep Learning; Semantic Segmentation; Computer Vision;

   Abstract : Lane detection is a crucial task in the field of autonomous driving and advanced driver assistance systems. In recent years, convolutional neural networks (CNNs) have been the primary approach for solving this problem. READ MORE

5. 19. Generation of a metrical grid informed by Deep Learning-based beat estimation in jazz-ensemble recordings

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

   Author : Andres Alonso Toledo Carrera; [2023]
   Keywords : Beat tracking; Metrical grid; Jazz; Music Information Retrieval; Deep Learning; Temporal Convolutional Network; Beatuppskattning; Metriskt rutnät; Jazz; Music Informationshämting; Deep Learning; Temporal Convolutional Network;

   Abstract : This work uses a Deep Learning architecture, specifically a state-of-the-art Temporal Convolutional Network, to track the beat and downbeat positions in jazz-ensemble recordings to derive their metrical grid. This network architecture has been used successfully for general beat tracking purposes. READ MORE

6. 20. Robust Multi-Modal Fusion for 3D Object Detection : Using multiple sensors of different types to robustly detect, classify, and position objects in three dimensions.

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

   Author : Viktor Kårefjärd; [2023]
   Keywords : Computer Vision; 3D Object Detection; Multi-Modal Fusion; Deep Learning; Datorseenden; 3D-objektdetektion; Multimodal fusion; Djupinlärning;

   Abstract : The computer vision task of 3D object detection is fundamentally necessary for autonomous driving perception systems. These vehicles typically feature a multitude of sensors, such as cameras, radars, and light detection and ranging sensors. READ MORE