ET
Estefania Talavera
cs.CVcs.AIArtificial IntelligenceClinical Decision-Makingcrop disease monitoringcs.HCcs.LGfood securitynatural language processingquestion-answer pairs
On Valency
published · living versionsW_tb8ee44f·v1 · currentpublished
Structure-retained low-rank adapters for weather synthesis
with Shunxin Wang, Alexandros Stergiou, Luuk Spreeuwers, Nicola Strisciuglio
1 version
W_rjh8hhkz·v1published
Preprints & journals
31 papers in the corpus · 2015–2026Depth-guided Geometric Adaptation for Few-shot Image Classification2610.28856v1 · Zhiqi Miao, Estefan'ia Talavera, Weichuan Zhang et al.2026 · 0 citationsarXivon Valency
Multi-Crop Leaf Disease Recognition: A Unified Benchmark and Cross-Region Study2610.04456v1 · Rosemary Nalwanga, Sebastian Bunda, Godliver Owomugisha et al.2026 · 0 citationsarXiv
Beyond Instrument Motion: Recognizing Tissue Tension Toward Surgical Skill Assessment2608.17935v2 · Marko Haralovi'c, Zhiqi Miao, Alexander Machiel Bont et al.2026 · 0 citationsarXiv
Reasoning for Social Audio-Visual Question Answering: Where Do We Stand?2608.13239v1 · Koen P. de Vries, Xavier Alameda-Pineda, Estefan'ia Talavera et al.2026 · 0 citationsarXiv
WiCV at CVPR 2025: The Women in Computer Vision Workshop2511.08748v1 · Estefania Talavera, Deblina Bhattacharjee, Himangi Mittal et al.2025 · 0 citationsarXiv
DADO: A Depth-Attention framework for Object Discovery2510.07089v1 · Federico Gonzalez, Estefania Talavera, Petia Radeva2025 · 0 citationsLecture Notes in Computer Science, vol 15622. Springer, Cham. Published 17 September 2025
WiCV@CVPR2024: The Thirteenth Women In Computer Vision Workshop at the Annual CVPR Conference2411.02445v1 · Asra Aslam, Sachini Herath, Ziqi Huang et al.2024 · 0 citationsarXiv
Indoor scene recognition from images under visual corruptions2408.13029v1 · Willams de Lima Costa, Raul Ismayilov, Nicola Strisciuglio et al.2024 · 1 citationarXiv
ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos2405.13903v1 · Maria Lu'isa Lima, Willams de Lima Costa, Estefania Talavera Martinez et al.2024 · 13 citationsarXiv
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers2402.04239v1 · Adjorn van Engelenhoven, Nicola Strisciuglio, Estefan'ia Talavera2024 · 6 citationsarXiv
From Data to Decisions: How Artificial Intelligence Is Revolutionizing Clinical Prediction Models in Plastic Surgery.38194624 · Kooi, Kevin, Talavera, Estefania, Freundt, Liliane et al.2024 · 14 citationsPlastic and reconstructive surgery. 2024;154(6):1341-1352
High-Level Context Representation for Emotion Recognition in Images2305.03500v1 · Willams de Lima Costa, Estefania Talavera Martinez, Lucas Silva Figueiredo et al.2023 · 9 citationsarXiv
A field-based recommender system for crop disease detection using machine learning.37181731 · Omara, Jonathan, Talavera, Estefania, Otim, Daniel et al.2023 · 26 citationsFrontiers in artificial intelligence. 2023;6:1010804
Crime scene classification from skeletal trajectory analysis in surveillance settings2207.01687v1 · Alina-Daniela Matei, Estefania Talavera, Maya Aghaei2022 · 6 citationsarXiv
InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition2112.12409v1 · Andreea Glavan, Estefania Talavera2021 · 15 citationsarXiv
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos2108.00246v1 · Kayleigh Boekhoudt, Alina Matei, Maya Aghaei et al.2021 · 25 citationsarXiv
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques2012.14173v3 · David Morales, Estefania Talavera, Beatriz Remeseiro2020 · 9 citationsNeural Comput & Applic (2021)
Eating Habits Discovery in Egocentric Photo-streams2009.07646v1 · Estefania Talavera, Andreea Glavan, Alina Matei et al.2020 · 2 citationsarXiv
Behavioural pattern discovery from collections of egocentric photo-streams2008.09561v1 · Martin Menchon, Estefania Talavera, Jose M Massa et al.2020 · 2 citationsarXiv
Deep learning for scene recognition from visual data: a survey2007.01806v1 · Alina Matei, Andreea Glavan, Estefania Talavera2020 · 25 citationsarXiv
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams.31199277 · Martinez, Estefania Talavera, Leyva-Vallina, Maria, Sarker, Md Mostafa Kamal et al.2021 · 17 citationsIEEE journal of biomedical and health informatics. 2020;24(3):866-877
Towards Egocentric Person Re-identification and Social Pattern Analysis1905.04073v1 · Estefania Talavera, Alexandre Cola, Nicolai Petkov et al.2019 · 5 citationsarXiv
Unsupervised routine discovery in egocentric photo-streams1905.04076v1 · Estefania Talavera, Nicolai Petkov, Petia Radeva2019 · 7 citationsarXiv
Towards Unsupervised Familiar Scene Recognition in Egocentric Videos1905.04093v1 · Estefania Talavera, Nicolai Petkov, Petia Radeva2019 · 2 citationsarXiv
Towards Emotion Retrieval in Egocentric PhotoStream1905.04107v1 · Estefania Talavera, Petia Radeva, Nicolai Petkov2019 · 0 citationsarXiv
On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams1809.00402v2 · Alejandro Cartas, Estefania Talavera, Petia Radeva et al.2018 · 2 citationsarXiv
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams1808.09829v1 · Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefania Talavera et al.2018 · 14 citationsarXiv
Serious Games Application for Memory Training Using Egocentric Images1707.08821v1 · Gabriel Oliveira-Barra, Marc Bolanos, Estefania Talavera et al.2017 · 4 citationsarXiv
R-Clustering for Egocentric Video Segmentation1704.02809v1 · Estefania Talavera, Mariella Dimiccoli, Marc Bolanos et al.2017 · 40 citationsarXiv
Sentiment Recognition in Egocentric Photostreams1703.09933v1 · Estefania Talavera, Nicola Strisciuglio, Nicolai Petkov et al.2017 · 11 citationsarXiv
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation1512.07143v2 · Mariella Dimiccoli, Marc Bolanos, Estefania Talavera et al.2015 · 55 citationsarXiv
Career total: 68 works. 31 are in this corpus.
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