Essays about: "reciprocal learning"

Showing result 1 - 5 of 18 essays containing the words reciprocal learning.

  1. 1. Mutual Enhancement of Environment Recognition and Semantic Segmentation in Indoor Environment

    University essay from

    Author : Venkata Vamsi Challa; [2024]
    Keywords : Semantic Segmentation; Scene Classification; Environment Recognition; Machine Learning; Deep Learning; Image Classification; Vision Transformers; SAM Segment Anything Model ; Image Segmentation; Contour-aware semantic segmentation;

    Abstract : Background:The dynamic field of computer vision and artificial intelligence has continually evolved, pushing the boundaries in areas like semantic segmentation andenvironmental recognition, pivotal for indoor scene analysis. This research investigates the integration of these two technologies, examining their synergy and implicayions for enhancing indoor scene understanding. READ MORE

  3. 2. Natural Language Inference Transfer Learning in a Multi-Task Contract Dataset : In the Case of ContractNLI: a Document Information Extraction System

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Yiu Kei Tang; [2023]
    Keywords : ;

    Abstract : This thesis investigates the enhancement of legal contract Natural Language Inference (NLI) classification through supervised fine-tuning on general domain NLI, in the case of ContractNLI and Span NLI BERT (Koreeda and Manning, 2021), a multi-task document information extraction dataset and framework. Annotated datasets of a specific professional domain are scarce due to the high time and labour cost required to create them. READ MORE

  4. 3. Church and Belonging, Learning from lockdown

    University essay from Lunds universitet/Socialhögskolan

    Author : Sandra Lindqvist; [2023]
    Keywords : belonging; sense of belonging; social relations; lockdown; COVID-19; church; faith-based organizations; Social Sciences;

    Abstract : During the COVID-19 pandemic governments worldwide went into lockdown to stop the spread of the virus. Lockdown severely challenged the preconditions assumed necessary for the development and retention of a sense of belonging. READ MORE

  5. 4. Cooperative learning as a teaching approach that cultivates pupils’ language development and learning : A study of four teachers' use of cooperative learning in the subject of English

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

    Author : Vera Listrup; [2023]
    Keywords : : Cooperative learning; language learning; Individual achievement; Sociocultural perspective;

    Abstract : To operate in our modern society students’ education, need to contribute to lifelong learning by promoting desirable social interaction and improving the way in which people overcome difficulties and establishing relationships in different contexts. The present study sets out to examine the practice of cooperative learning for students' learning in the subject of English. READ MORE

  6. 5. Shoppin’ in the Rain : An Evaluation of the Usefulness of Weather-Based Features for an ML Ranking Model in the Setting of Children’s Clothing Online Retailing

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

    Author : Isac Lorentz; [2023]
    Keywords : Statistical analysis; regression analysis; recommender systems; ensemble learning; electronic commerce; LightGBM; learning to rank; feature selection; weather-based features; fashion; Statistisk analys; regressionsanalys; rekommendationssystem; ensemble-inlärning; näthandel; LightGBM; learning to rank; variabelselektion; väderbaserade variabler; mode;

    Abstract : Online shopping offers numerous benefits, but large product catalogs make it difficult for shoppers to understand the existence and characteristics of every item for sale. To simplify the decision-making process, online retailers use ranking models to recommend products relevant to each individual user. READ MORE