Essays about: "transformer loss"

Showing result 1 - 5 of 39 essays containing the words transformer loss.

  1. 1. Inductive fast charging of IoT devices : An in-depth analysis of short-range wireless charging technologies based on induction

    University essay from Umeå universitet/Institutionen för fysik

    Author : Franz Wikner; [2024]
    Keywords : Electromagnetic power transfer; Inductive power transfer; Short distance WPT;

    Abstract : In the era of Internet of things (IoT), sensor-equipped devices exchange data over networks. In battery powered IoT devices, the lifespan of the devices is often much longer than the battery life, leading to multiple costly and environmentally hazardous battery replacements during the operational life of the devices. READ MORE

  3. 2. Visual Bird's-Eye View Object Detection for Autonomous Driving

    University essay from Linköpings universitet/Datorseende

    Author : Erik Lidman; [2023]
    Keywords : computer vision; machine learning; neural networks; deep learning; autonomous driving; autonomous systems; datorseende; maskininlärning; neuronnät; djupinlärning; autonom körning; autonoma system;

    Abstract : In the field of autonomous driving a common scenario is to apply deep learningmodels on camera feeds to provide information about the surroundings. A recenttrend is for such vision-based methods to be centralized, in that they fuse imagesfrom all cameras in one big model for a single comprehensive output. READ MORE

  4. 3. Disambiguating Italian homographic heterophones with SoundChoice and testing ChatGPT as a data-generating tool

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Matilde Nanni; [2023]
    Keywords : ChatGPT; Homograph disambiguation; Italian; SoundChoice;

    Abstract : Text-To-Speech systems are challenged by the presence of homographs, words that have more than one possible pronunciation. Rule-based approaches are often still the preferred solution to this issue in the industry. READ MORE

  5. 4. A Deep Learning approach to Analysing Multimodal User Feedback during Adaptive Robot-Human Presentations : A comparative study of state-of-the-art Deep Learning architectures against high performing Machine Learning approaches

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

    Author : Manuel Fraile Rodríguez; [2023]
    Keywords : Human Feedback; Deep Learning; Convolutional Neural Networks; Transformers; Mänsklig återmatning; mänsklig feedback; djupinlärning; CNN; transformer;

    Abstract : When two human beings engage in a conversation, feedback is generally present since it helps in modulating and guiding the conversation for the involved parties. When a robotic agent engages in a conversation with a human, the robot is not capable of understanding the feedback given by the human as other humans would. READ MORE

  6. 5. Design Extractor: A ML-based Tool for CapturingSoftware Design Decisions

    University essay from Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

    Author : Petrus Söderström; [2023]
    Keywords : machine learning; natural language processing; design decisions; software design; voice recognition;

    Abstract : Context: A software project’s success; involvinga larger group of individuals, relies on efficient teamcommunication. Part of efficient communication is avoidingmiscommunication, misunderstandings, and losingknowledge. These consequences of poor communication canlead to negative repercussions such as loss of time, money,and customer approval. READ MORE