Essays about: "Attention mask"
Showing result 1 - 5 of 10 essays containing the words Attention mask.
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1. Explainable AI by Training Introspection
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : Deep Neural Networks (DNNs) are known as black box algorithmsthat lack transparency and interpretability for humans. eXplainableArtificial Intelligence (XAI) is introduced to tackle this problem. MostXAI methods are utilized post-training, providing explanations of themodel to clarify its predictions and inner workings for human understanding. READ MORE
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2. 3D Privacy Masking using Monocular Depth Estimation
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : This thesis strives to dive deeper within the area of Monocular Depth Estimation, approximating distance information from one single image using deep neural networks. It introduces a thorough evaluation and analysis of state-of-the-art depth estimation models regarding proposed aspects of relevance for downstream video applications, specifically in a surveillance domain. READ MORE
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3. Single image scene-depth estimation based on self-supervised deep learning : For perception in autonomous heavy duty vehicles
University essay from Uppsala universitet/Avdelningen för visuell information och interaktionAbstract : Depth information is a vital component for perception of the 3D structure of vehicle's surroundings in the autonomous scenario. Ubiquity and relatively low cost of camera equipment make image-based depth estimation very attractive compared to employment of the specialised sensors. READ MORE
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4. Exploring Transformer-Based Contextual Knowledge Graph Embeddings : How the Design of the Attention Mask and the Input Structure Affect Learning in Transformer Models
University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystemAbstract : The availability and use of knowledge graphs have become commonplace as a compact storage of information and for lookup of facts. However, the discrete representation makes the knowledge graph unavailable for tasks that need a continuous representation, such as predicting relationships between entities, where the most probable relationship needs to be found. READ MORE
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5. Life cycle assessment of disposable and reusable laryngeal mask airway in Skånevård Sund
University essay from Lunds universitet/Miljövetenskaplig utbildningAbstract : Single use medical devices have been the widespread practice for clinical work for many years. However, the negative environmental impacts of using disposable products have also attracted attention worldwide. READ MORE
