Essays about: "task-specific training."
Showing result 1 - 5 of 14 essays containing the words task-specific training..
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1. Moving Air : A Comparative Study of Physical Controllers and Hand Tracking in Virtual Reality
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Onboarding is a procedure used to familiarize new employees with the details of a new industry, and VR and AR training are increasingly being used for role-specific medical field experiences. This study aims to explore the affordances and challenges of a task-specific shaped controller vs. a regular controller in a VR training scenario. READ MORE
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2. Sim2Real: Generating synthetic images from industry CAD models with domain randomization
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Deep learning methods for computer vision applications require massive visual data for model training. Although it is possible to utilize public datasets such as ImageNet, MS COCO, and CIFAR-100, it becomes problematic when there is a need for more task-specific data when new training data collection typically is needed. READ MORE
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3. Improving a Few-shot Named Entity Recognition Model Using Data Augmentation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : To label words of interest into a predefined set of named entities have traditionally required a large amount of labeled in-domain data. Recently, the availability of pre-trained transformer-based language models have enabled multiple natural language processing problems to utilize transfer learning techniques to construct machine learning models with less task-specific labeled data. READ MORE
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4. Improving Driving Ability After Stroke : A scoping review of interventions within occupational therapy
University essay fromAbstract : Stroke is a leading cause of disability in the world and cognitive impairments post stroke are common. Driving is an occupation of great importance to many individuals and enables participation in society but due to cognition deficits after stroke it can be a difficult task to perform adequately. READ MORE
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5. Siamese Neural Networks for Regression: Similarity-BasedPairing and Uncertainty Quantification
University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskapAbstract : Here we present a similarity-based pairing method for generating compound pairs to train a Siamese Neural Network. In comparison with the conventional exhaustive pairing of N2/2 pairs (N being the sizeof the training set), this method results in N-1 pairs, significantly reducing the training time. READ MORE
