Essays about: "KD"

Showing result 11 - 15 of 71 essays containing the word KD.

  1. 11. Exploration of Knowledge Distillation Methods on Transformer Language Models for Sentiment Analysis

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

    Author : Haonan Liu; [2022]
    Keywords : Natural Language Processing; Sentiment Analysis; Language Model; Transformers; Knowledge Distillation; Behandling av Naturligt Språk; Analys av Känslor; Språkmodell; Omvandlare; Kunskapsdestillation;

    Abstract : Despite the outstanding performances of the large Transformer-based language models, it proposes a challenge to compress the models and put them into the industrial environment. This degree project explores model compression methods called knowledge distillation in the sentiment classification task on Transformer models. READ MORE

  3. 12. How much can the cross-linking of chromatographic media affect the porosity?

    University essay from KTH/Fiber- och polymerteknologi

    Author : Carl Östling; [2022]
    Keywords : Liquid chromatography; Size exclusion chromatography; Agar; Chromatographic resins; Distribution coefficient; Vätskekromatografi; Storleksuteslutningskromatografi; Agar; Stationär fas; Fördelningskoefficient;

    Abstract : Vätskekromatografi är vanligt förekommande metod för separationer av molekyler inom bioteknik. Det finns inom begreppet vätskekromatografi många olika tekniker och vilken specifik teknik som är mest lämplig för en given separation beror på egenskaperna hos den avsedda målmolekylen. READ MORE

  4. 13. Method evaluation for probing DNA sorption to clay minerals : Evaluation of fluorescent and spectroscopic quantification of DNA as well as DNA interactions of Kaolinite and Montmorillonite

    University essay from Umeå universitet/Kemiska institutionen

    Author : Oskar Wangdell; [2022]
    Keywords : ;

    Abstract : The association of DNA/RNA to mineral surfaces is an emerging field with widespread applications from biotechnological solutions to paleogenetics. Evaluating available methods to quantify adsorption will be essential to further investigate how to control and predict loading of DNA onto minerals. READ MORE

  5. 14. Evaluation of distribution coefficients (KOC and Kd) for per- and polyfluoroalkyl substances

    University essay from Linnéuniversitetet/Institutionen för biologi och miljö (BOM)

    Author : Nika Nordanstorm; [2021]
    Keywords : PFAS; PFOS; organic contaminant; sorption; Kd; KOC; distribution coefficient; solubility; mobility; environmental fate; environmental transport; contaminated site; hydrophobic interaction; electrostatic interaction;

    Abstract : The dominating factors affecting sorption of per- and polyfluoroalkyl substances (PFAS) remain subject of research and debate. Traditionally, distribution coefficients (e.g. READ MORE

  6. 15. Comparison of spatial partitioning data structures in crowd simulations

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

    Author : Jakob Kratz; Viktor Luthman; [2021]
    Keywords : Radius Search; Spatial Partitioning; Agent- Based Simulation; Boids; Grid; Kd- Tree; Quadtree; Maximum Velocity; Radius Search; Spatial Partitioning; Agent- Based Simulation; Boids; Grid; Kd- Tree; Quadtree; Maximum Velocity;

    Abstract : This report investigates how the construction and query time of multiple spatial partitioning data structures is impacted by spatial distribution of and number of agents in a crowd simulation. In addition a method is investigated for updating the data structures less frequently at the cost of increasing the radius queried, without affecting the correctness of the queries. READ MORE