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Showing result 16 - 20 of 127 essays matching the above criteria.

  1. 16. Distance preserving Fermat VAE

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

    Author : Miklovana Tuci; [2022]
    Keywords : ;

    Abstract : Deep neural networks takes their strength in the representations, or features, that they internally build. While these internal encodings help networks performing classification or regression tasks on specific data types, it exists a branch of machine learning that has for only purpose to build these representations. READ MORE

  3. 17. Representation learning for single cell morphological phenotyping

    University essay from Umeå universitet/Institutionen för fysik

    Author : Andreas Nenner; [2022]
    Keywords : Deep learning; Image-based profiling;

    Abstract : Preclinical research for developing new drugs is a long and expensive procedure. Experiments relying on image acquisition and analysis tend to be low throughput and use reporter systems that may influence the studied cells. READ MORE

  4. 18. AI based prediction of road users' intents and reactions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Akshay Gurudath; [2022]
    Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

    Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE

  5. 19. GENERATIONAL INCLINATIONS : EXPLORING REPRESENTATIONS OF PEDAGOGICALPOSTURES IN THE FICTIONAL EXAMPLE OF THE FILM MUD

    University essay from Malmö universitet/Fakulteten för lärande och samhälle (LS)

    Author : Sofia Ritter von Kogerer; [2022]
    Keywords : Mud; pedagogical relation; pedagogical posture; pedagogical space; inclination; the world; past generation; present generation; future generation;

    Abstract : Relations are central in education and educational research. This thesis is an exploration of how generational relations are represented in an American film called Mud from 2012. In Mud, we are presented with the portrayal of the young and coming-of-age boy Ellis and his encounters with the mysterious title character. READ MORE

  6. 20. Matching Sticky Notes Using Latent Representations

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

    Author : Javier García San Vicent; [2022]
    Keywords : Pattern matching; Image matching; Image recognition; Representation learning; Unsupervised learning; Semisupervised learning; Siamese architecture; Deep learning; Transfer learning; Mönstermatchning; Bildmatchning; Bildigenkänning; Representationsinlärning; Oövervakat lärande; Halvövervakat lärande; Siamesisk arkitektur; Djup lärning; Överfört lärande;

    Abstract : his project addresses the issue of accurately identifying repeated images of sticky notes. Due to environmental conditions and the 3D location of the camera, different pictures taken of sticky notes may look distinct enough to be hard to determine if they belong to the same note. READ MORE