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Maria Leyva-Vallina
Researcher, NielsenIQ
Joined
May 2022
Names
Maria Leyva-Vallina
(Preferred)
,
Maria Leyva Vallina
,
Maria Leyva
Emails
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Researcher
NielsenIQ
(nielseniq.com)
2022
–
Present
PhD student
University of Groningen
(rug.nl)
2017
–
2023
MS student
Universitat de Barcelona
(ub.edu)
2015
–
2017
MS student
Universidad Politécnica de Cataluna
(upc.edu)
2015
–
2017
MS student
Universitat Rovira i Virgili
(urv.cat)
2015
–
2017
Undergrad student
Universidad de Oviedo
(uniovi.es)
2011
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Nicola Strisciuglio
2017
–
2023
PhD Advisor
Nicolai Petkov
2017
–
2023
Expertise
LLMs
2022
–
Present
Generative AI
2022
–
Present
Metric learning
2020
–
Present
Visual place recognition
2017
–
Present
Computer vision
2016
–
Present
Deep learning
2016
–
Present
Publications
Generalized Contrastive Optimization of Siamese Networks for Place Recognition
Maria Leyva-Vallina
,
Nicola Strisciuglio
,
Nicolai Petkov
2021 (modified: 15 Nov 2022)
CoRR 2021
Readers:
Everyone
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams
Estefanía Talavera
,
Maria Leyva-Vallina
,
Md. Mostafa Kamal Sarker
,
Domenec Puig
,
Nicolai Petkov
,
Petia Radeva
2020 (modified: 15 Nov 2022)
IEEE J. Biomed. Health Informatics 2020
Readers:
Everyone
Place recognition in gardens by learning visual representations: data set and benchmark analysis
Maria Leyva-Vallina
,
Nicola Strisciuglio
,
Nicolai Petkov
2019 (modified: 15 Nov 2022)
CoRR 2019
Readers:
Everyone
TB-Places: A Data Set for Visual Place Recognition in Garden Environments
Maria Leyva-Vallina
,
Nicola Strisciuglio
,
Manuel Lopez-Antequera
,
Radim Tylecek
,
Michael Blaich
,
Nicolai Petkov
2019 (modified: 15 Nov 2022)
IEEE Access 2019
Readers:
Everyone
Place and Object Recognition by CNN-Based COSFIRE Filters
Manuel Lopez-Antequera
,
Maria Leyva-Vallina
,
Nicola Strisciuglio
,
Nicolai Petkov
2019 (modified: 15 Nov 2022)
IEEE Access 2019
Readers:
Everyone
Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis
Maria Leyva-Vallina
,
Nicola Strisciuglio
,
Nicolai Petkov
2019 (modified: 15 Nov 2022)
CAIP (1) 2019
Readers:
Everyone
Hierarchical approach to classify food scenes in egocentric photo-streams
Estefanía Talavera
,
Maria Leyva-Vallina
,
Md. Mostafa Kamal Sarker
,
Domenec Puig
,
Nicolai Petkov
,
Petia Radeva
2019 (modified: 15 Nov 2022)
CoRR 2019
Readers:
Everyone
Camera Localization in Outdoor Garden Environments Using Artificial Landmarks
Nicola Strisciuglio
,
Maria Leyva-Vallina
,
Nicolai Petkov
,
Rafael Muñoz-Salinas
2018 (modified: 15 Nov 2022)
IWOBI 2018
Readers:
Everyone
FoodPlaces: Learning Deep Features for Food Related Scene Understanding
Md. Mostafa Kamal Sarker
,
Maria Leyva
,
Adel Saleh
,
Vivek Kumar Singh
,
Farhan Akram
,
Petia Radeva
,
Domenec Puig
2017 (modified: 15 Nov 2022)
CCIA 2017
Readers:
Everyone
Co-Authors
Adel Saleh
Domenec Puig
Estefanía Talavera
Farhan Akram
Manuel Lopez-Antequera
Md. Mostafa Kamal Sarker
Michael Blaich
Nicola Strisciuglio
Nicolai Petkov
Petia Radeva
Radim Tylecek
Rafael Muñoz-Salinas
Vivek Kumar Singh