Essays about: "Hui kth"

Showing result 1 - 5 of 14 essays containing the words Hui kth.

  1. 1. Finding duplicate offers in the online marketplace catalogue using transformer based methods : An exploration of transformer based methods for the task of entity resolution

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

    Author : Robert-Andrei Damian; [2022]
    Keywords : Transformers; Language Models; Deep Neural Networks; Entity Resolution; Duplicate Detection; Entity Matching; Record Linkage; Contrastive Learning; e-commerce; Transformers; Modèles de langage; Apprentisage en profondeur; Résolution d’entité; Détection de doublons; Apprentisage contrastif; commerce électronique; Transformers; Språkmodeller; Djupinlärning; Entitetserkännande; Dubblettdetektering; Entitetsmatchning; Rekordkoppling; e-handel;

    Abstract : The amount of data available on the web is constantly growing, and e-commerce websites are no exception. Considering the abundance of available information, finding offers for the same product in the catalogue of different retailers represents a challenge. This problem is an interesting one and addresses the needs of multiple actors. READ MORE

  3. 2. The Dynamics of Neural Networks Expressivity with Applications to Remote Sensing Data

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

    Author : Hui Zhang; [2022]
    Keywords : Neural Networks; Linear Regions; Expressivity; Initialization; Remote Sensing; Neurala nätverk; linjära regioner; uttrycksfullhet; initialisering; fjärranalys;

    Abstract : Deep neural networks (DNN) have been widely demonstrated to be more powerful than their shallower counterparts in a variety of computer vision tasks and remote sensing applications. However, as many techniques are based on trial-and-error experiments as opposed to systematic evaluation, scientific evidence for the superiority of DNN needs more theoretical and experimental foundations. READ MORE

  4. 3. People for green infrastructure : Exploring participatory initiatives in Paris

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Alberica Domitilla Bozzi; [2020]
    Keywords : green infrastructure; nature; citizens; Paris; participatory processes; trame verte et bleue; nature; citoyens; Paris; processus participatifs; grön infrastruktur; natur; medborgare; Paris; deltagande processer;

    Abstract : Since the early 2000s, the city of Paris has launched several greening initiatives with the scope of, among many, strengthening its green infrastructure (henceforth, GI). With the support of the municipality, citizens actively participate in this transformation, for instance by reactivating and managing former wasteland sites, making the streets blossom, covering walls and roofs with plants and creating new micro-ecosystems. READ MORE

  5. 4. Deep Active Learning of Object Detection for Smart City

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

    Author : Jules Flabeau; [2020]
    Keywords : ;

    Abstract : Deep learning networks are nowadays a major asset for smart city applications and brand new technologies. It is well known that deep learning methods require a great amount of data to have good performance, especially for safety-critical applications such as autonomous driving. READ MORE

  6. 5. Role of electric flexibility in the future French grid with high renewable integration

    University essay from KTH/Energiteknik

    Author : Lila Huet; [2019]
    Keywords : electric flexibility; storage technologies; state of art review; renewable energies; balance generation demand; France; Bretagne; linear optimization; merit order; nuclear; prospective scenarios; flexibilité électrique; technologies de stockage; état de l’art; équilibre production consommation; demande résiduelle; énergies renouvelables; scénario prospectif; optimisation linéaire; nucléaire; préséance économique; France; Bretagne; elektrisk flexibilitet; lagringsteknik; allmänt erkända tekniska; förnybar energi; balansgenerering efterfrågan; Frankrike; Bretagne; linjär optimering; meriteringsordning; kärnkraft; framtida scenarier;

    Abstract : The operation of electric grids depends on the balance between the electric generation and the demand. In France, the Transmission System Operator, RTE, is responsible for the stability and the security of the grid. Today, the electric generation follows the variations of the demand. READ MORE