Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Estefanía Talavera Martínez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers
van Engelenhoven, A., Strisciuglio, N. & Talavera, E., Oct 2024, In: Pattern recognition letters. 186, p. 30-36 7 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning
Barkai, J. A., Verheijen, M. A. W., Talavera, E. & Wilkinson, M. H. F., Feb 2023, In: Astronomy & astrophysics. 670, 17 p., A55.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)74 Downloads (Pure) -
A field-based recommender system for crop disease detection using machine learning
Omara, J., Talavera, E., Otim, D., Turcza, D., Ofumbi, E. & Owomugisha, G., 2023, In: Frontiers in Artificial Intelligence. 6, 1010804.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)35 Downloads (Pure) -
A labeled spectral dataset with cassava disease occurrences using virus titre determination protocol
Owomugisha, G., Nakatumba-Nabende, J., Dhikusooka, J. J., Talavera [Taravera], E., Nuwamanya, E. & Mwebaze, E., Aug 2023, In: Data in brief. 49, 109387.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile29 Downloads (Pure) -
A Survey on Datasets for Emotion Recognition from Vision: Limitations and In-the-Wild Applicability
Costa, W., Talavera, E., Oliveira, R., Figueiredo, L., Teixeira, J. M., Lima, J. P. & Teichrieb, V., May 2023, In: Applied Sciences. 13, 9, 5697.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)57 Downloads (Pure)
Datasets
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EgoFoodPlaces: Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams
Talavera Martínez, E. (Contributor), Leyva-Vallina, M. (Contributor), Radeva, P. (Contributor) & Petkov, N. (Contributor), 4TU.Centre for Research Data, 10 Sept 2021
DOI: 10.4121/16592420, https://data.4tu.nl/articles/_/16592420 and one more link, https://data.4tu.nl/articles/dataset/EgoFoodPlaces_Hierarchical_Approach_to_Classify_Food_Scenes_in_Egocentric_Photo-Streams/16592420 (show fewer)
Dataset
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EgoRoutine: Topic modelling for routine discovery from egocentric photo-streams
Talavera Martínez, E. (Creator), Radeva, P. (Creator) & Petkov, N. (Creator), 4TU.Centre for Research Data, 10 Sept 2021
DOI: 10.4121/16577627
Dataset
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HR-Crime: Human-Related Anomaly Detection in Surveillance Videos
Boekhoudt, K. (Creator), Matei, A. (Creator), Aghaei, M. (Creator) & Martinez, E. T. (Contributor), DataverseNL, 5 Aug 2021
DOI: 10.34894/irrdje, https://dataverse.nl/citation?persistentId=doi:10.34894/IRRDJE
Dataset