Essays about: "Homology"

Showing result 1 - 5 of 55 essays containing the word Homology.

  1. 1. Topological regularization and relative latent representations

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

    Author : Alejandro García Castellanos; [2023]
    Keywords : Algebraic Topology; Large Language Models; Relative Representation; Representation Learning; Model Stitching; Topological DataAnalysis; Zero-shot; Algebraisk topologi; Stora språkmodeller; Relativ representation; Representationsinlärning; Modell sömmar; Topologisk dataanalys; Zero-shot;

    Abstract : This Master's Thesis delves into the application of topological regularization techniques and relative latent representations within the realm of zero-shot model stitching. Building upon the prior work of Moschella et al. READ MORE

  3. 2. Unauthorised Session Detection with RNN-LSTM Models and Topological Data Analysis

    University essay from KTH/Matematik (Avd.)

    Author : Nazar Maksymchuk Netterström; [2023]
    Keywords : Recurrent Neural Network; Long-Short-Term-Memory; Topological Data Analysis; Session based data; Anomaly detection; Time-series analysis; Imbalanced data; Master thesis; Neurala nätverk; Topologisk data analys; Detektion av avvikelse; Sessionsbaserad data; Tidserieanalys; Inbalancerad data; Masteruppsats;

    Abstract : This thesis explores the possibility of using session-based customers data from Svenska Handelsbanken AB to detect fraudulent sessions. Tools within Topological Data Analysis are employed to analyse customers behavior and examine topological properties such as homology and stable rank at the individual level. READ MORE

  4. 3. 3D Texture Synthesis Using Graph Neural Cellular Automata

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

    Author : Yitao Xu; [2023]
    Keywords : 3D Texture Synthesis; Graph Neural Cellular Automata; Image-guided Synthesis; Text-guided Manipulation; Canvas Lärplattform; Dockerbehållare; Prestandajustering 3D-textursyntes; Graf Neurala Cellulära Automater; Bildledd Syntes; Textledd Manipulation;

    Abstract : In recent years, texture synthesis has been a heated topic in computer graphics, and the development of advanced algorithms for generating high-quality 3D textures is an area of active research. A recently proposed model, Neural Cellular Automata, can synthesize realistic 2D texture images or videos. READ MORE

  5. 4. Persistent Homology : A Modern Application of Algebraic Topology in Data Analysis

    University essay from

    Author : Staffan Leijnse; [2023]
    Keywords : Data; Algebraic Topology; Persistent; Homology; Graded; Representation;

    Abstract : Topological data analysis emerged as a field in the 2000s and has proven very useful for examining the shape of data sets. Using persistent homology as their main methodology researchers has succesfully applied the theory presented in this paper to study as varied subjects as robot motion, brain connectivity, network theory, finger print analysis and computer vision. READ MORE

  6. 5. Compounds screening for the identification of novel drug to improve the Knock in efficiency mediated by CRISPR-Cas9

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Evangelia Anagnostou; [2023]
    Keywords : Genome editing; Knock in; HDR; CRISPR-Cas9; screening; NHEJ;

    Abstract : Genome editing is an exciting field that allows for the precise modification of an organism's DNA. One of the most advanced tools in this area is CRISPR/Cas9 (Clustered Regularly Interspaced Short Palindromic Repeats/CRISPR-associated protein 9), which creates a DSB (Double-strand break) at a specific location in the genome. READ MORE