Sökning: "Deep Uncertainty"
Visar resultat 1 - 5 av 73 avhandlingar innehållade orden Deep Uncertainty.
1. Advancing Deep Learning-based Driver Intention Recognition : Towards a safe integration framework of high-risk AI systems
Sammanfattning : Progress in artificial intelligence (AI), onboard computation capabilities, and the integration of advanced sensors in cars have facilitated the development of Advanced Driver Assistance Systems (ADAS). These systems aim to continuously minimize human driving errors. LÄS MER
2. Towards Accurate and Reliable Deep Regression Models
Sammanfattning : Regression is a fundamental machine learning task with many important applications within computer vision and other domains. In general, it entails predicting continuous targets from given inputs. LÄS MER
3. Handling severe uncertainty in strategic project appraisal : Methods and applications of context analysis
Sammanfattning : The long-term success or failure of a strategic project is largely shaped by its context. Therefore, the assessment of the external factors influencing the fulfilment of project long-term goals is vital for the effective project appraisal and planning. LÄS MER
4. Deep Evidential Doctor
Sammanfattning : Recent years have witnessed an unparalleled surge in deep neural networks (DNNs) research, surpassing traditional machine learning (ML) and statistical methods on benchmark datasets in computer vision, audio processing and natural language processing (NLP). Much of this success can be attributed to the availability of numerous open-source datasets, advanced computational resources and algorithms. LÄS MER
5. Deep Regression and Segmentation for Medical Inference from Large-Scale Magnetic Resonance Imaging
Sammanfattning : Large-scale studies, such as UK Biobank, acquire medical imaging data for thousands of participants. With magnetic resonance imaging (MRI), comprehensive representations of human anatomy can be provided for non-invasive assessments of health-related conditions, body composition, organ volumes, and more. LÄS MER