Essays about: "Multimodal inlärning"

Found 5 essays containing the words Multimodal inlärning.

  1. 1. News article segmentation using multimodal input : Using Mask R-CNN and sentence transformers

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

    Author : Gustav Henning; [2022]
    Keywords : Historical newspapers; Image segmentation; Multimodal learning; Deep learning; Digital humanities; Mask R-CNN; Historiska tidningar; Bildsegmentering; Multimodal inlärning; Djupinlärning; Digital humaniora; Mask R-CNN;

    Abstract : In this century and the last, serious efforts have been made to digitize the content housed by libraries across the world. In order to open up these volumes to content-based information retrieval, independent elements such as headlines, body text, bylines, images and captions ideally need to be connected semantically as article-level units. READ MORE

  2. 2. Multi-modal Neural Representations for Semantic Code Search

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

    Author : Jian Gu; [2020]
    Keywords : multi-modal learning; pseudo-siamese architecture; neural bagof- words model; tree representation; Simplified Semantic Tree; semantic code search; multimodal inlärning; pseudo-siamesisk arkitektur; neural väskamed- ord-modell; trädrepresentation; förenklat semantiskt träd; semantisk kodsökning;

    Abstract : In recent decades, various software systems have gradually become the basis of our society. Programmers search existing code snippets from time to time in their daily life. READ MORE

  3. 3. Automated Multimodal Emotion Recognition

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

    Author : Marcos Fernández Carbonell; [2020]
    Keywords : Multimodal Machine Learning; Emotion Recognition; Supervised Learning; Unsupervised Learning; Multimodal Maskininlärning; Känsloigenkänning; Övervakad Inlärning; Oövervakad Inlärning;

    Abstract : Being able to read and interpret affective states plays a significant role in human society. However, this is difficult in some situations, especially when information is limited to either vocal or visual cues. Many researchers have investigated the so-called basic emotions in a supervised way. READ MORE

  4. 4. Multimodal Relation Extraction of Product Categories in Market Research Data

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

    Author : Philip Bergström; [2019]
    Keywords : ;

    Abstract : Nowadays, large amounts of unstructured data are constantly being generated and made available through websites and documents. Relation extraction, the task of automatically extracting semantic relationships between entities from such data, is therefore considered to have high commercial value today. READ MORE

  5. 5. Reinforcement learning for robotic manipulation

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Isac Arnekvist; [2017]
    Keywords : Reinforcement Learning; Computer vision; Robotics; Pose estimation; Manipulation;

    Abstract : Reinforcement learning was recently successfully used for real-world robotic manipulation tasks, without the need for human demonstration, usinga normalized advantage function-algorithm (NAF). Limitations on the shape of the advantage function however poses doubts to what kind of policies can be learned using this method. READ MORE