Essays about: "Inbäddning"

Showing result 21 - 25 of 36 essays containing the word Inbäddning.

  1. 21. DistillaBSE: Task-agnostic  distillation of multilingual sentence  embeddings : Exploring deep self-attention distillation with switch transformers

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

    Author : Boris Bubla; [2021]
    Keywords : Transformers; Knowledge Distillation; Language Agnostic BERT Sentence Embeddings; Natural Language Processing; Switch Transformers; Transformatorer; kunskapsdestillation; språkagnostisk inbäddning av BERT- mening; naturlig bearbetning av språk; switchtransformatorer;

    Abstract : The recent development of massive multilingual transformer networks has resulted in drastic improvements in model performance. These models, however, are so large they suffer from large inference latency and consume vast computing resources. Such features hinder widespread adoption of the models in industry and some academic settings. READ MORE

  3. 22. Finding Similarities Between Hierarchically Related Thema Subject Categories Using Embeddings

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

    Author : Erik Björck; [2020]
    Keywords : ;

    Abstract : In this thesis, embeddings have been used to find similarities between hierarchically related Thema Subject Categories (Thema codes), which are short alphanumeric sequences commonly used to categorize books. More specifically, the graph embedding approach known as DeepWalk was applied to three different models to learn similarities between Thema codes. READ MORE

  4. 23. Reproduktion eller transformation : lokal mat i Ljusdalsområdet ur ett flernivåperspektiv

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Linus Linse; [2020]
    Keywords : lokal mat; flernivåperspektiv; hållbarhet; livsmedelsregimer;

    Abstract : Dagens livsmedelsförsörjningssystem orsakar stora ekologiska och so-cioekonomiska problem i samhällen över stora delar av världen och om-fattande förändringar är nödvändiga. Den dominerande livsmedelsregi-men i systemet består av ett globalt, industriellt jordbrukskomplex som involverar världsomspännande nätverk av produktion, distribution och konsumtion men också regler, normer och kulturell förståelse. READ MORE

  5. 24. Statistical Learning and Analysis on Homology-Based Features

    University essay from KTH/Matematisk statistik

    Author : Jens Agerberg; [2020]
    Keywords : Applied topology; topological data analysis; TDA; persistent homology; machine learning; Topologisk dataanalys; maskininlärning;

    Abstract : Stable rank has recently been proposed as an invariant to encode the result of persistent homology, a method used in topological data analysis. In this thesis we develop methods for statistical analysis as well as machine learning methods based on stable rank. READ MORE

  6. 25. A graph representation of event intervals for efficient clustering and classification

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

    Author : Zed Heeje Lee; [2020]
    Keywords : event intervals; bipartite graph; spectral embedding; clustering; classification; händelsesintervall; bipartitgraf; spektral inbäddning; klustering; klassificering;

    Abstract : Sequences of event intervals occur in several application domains, while their inherent complexity hinders scalable solutions to tasks such as clustering and classification. In this thesis, we propose a novel spectral embedding representation of event interval sequences that relies on bipartite graphs. READ MORE