Essays about: "Gustave Rousselet"

Found 2 essays containing the words Gustave Rousselet.

1. 1. Tree positional encodings for transformer models on HTML DOM tree element classification : Enabling structurally aware transformer models through positional encodings to improve performance on an HTML element classification problem

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

   Author : Gustave Rousselet; [2021]
   Keywords : Transformer; Positional Encoding; HTML; DOM; Tree; Element; Transformer; Positionskodning; HTML; DOM; Träd; Element;

   Abstract : With the continued proliferation of access and the usage of the internet, the field of web learning is continuously growing in order to automate and improve parts of our experience on the web. Research in web learning has often lagged behind its counterparts in Natural Language Processing (NLP), novel methods often reach adoption in web learning research with a delay. READ MORE

3. 2. Classification of post-wildfire aerial imagery using convolutional neural networks : A study of machine learning and resampling techniques to assist post-wildfire efforts

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

   Author : Gustave Rousselet; [2019]
   Keywords : ;

   Abstract : Assessment of post-wildfire damages to human structures is a manual task which currently uses ground-level observations of the structures by a human inspector to classify the burn severity of the affected structure. This study investigated the potential of using machine learning and specifically computer vision techniques in order to produce a classification of burn severity using post-wildfire aerial imagery. READ MORE