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Estefania Talavera
Assistant Professor, University of Twente
Joined
September 2022
Names
Estefania Talavera
(Preferred)
,
Estefania Talavera Martinez
Emails
****@utwente.nl
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Assistant Professor
University of Twente
(utwente.nl)
2021
–
Present
PhD student
University of Groningen
(rug.nl)
2015
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Petia Radeva
2015
–
2020
PhD Advisor
Nicolai Petkov
2015
–
2020
Expertise
Multimodal learning
2021
–
Present
Computer vision
2015
–
Present
Video understanding
2015
–
Present
Publications
CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers
Adjorn Van Engelenhoven
,
Nicola Strisciuglio
,
Estefania Talavera Martinez
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
A Light Spectrometer Device for Crop Disease Monitoring
Joshua Jeremy Dhikusooka
,
Ephraim Nuwamanya
,
Estefania Talavera Martinez
,
Godliver Owomugisha
01 Mar 2023 (modified: 20 Jun 2023)
Submitted to Tiny Papers @ ICLR 2023
Readers:
Everyone
High-Level Context Representation for Emotion Recognition in Images
Willams de Lima Costa
,
Estefania Talavera Martinez
,
Lucas Silva Figueiredo
,
Veronica Teichrieb
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
InstaIndoor and multi-modal deep learning for indoor scene recognition
Andreea Glavan
,
Estefanía Talavera
Published: 01 Jan 2022, Last Modified: 12 May 2023
Neural Comput. Appl. 2022
Readers:
Everyone
Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques
David Morales
,
Estefanía Talavera
,
Beatriz Remeseiro
Published: 01 Jan 2022, Last Modified: 12 May 2023
Neural Comput. Appl. 2022
Readers:
Everyone
Crime scene classification from skeletal trajectory analysis in surveillance settings
Alina-Daniela Matei
,
Estefanía Talavera
,
Maya Aghaei
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos
Kayleigh Boekhoudt
,
Estefanía Talavera
Published: 01 Jan 2022, Last Modified: 12 May 2023
AVSS 2022
Readers:
Everyone
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques
David Morales
,
Estefanía Talavera
,
Beatriz Remeseiro
Published: 01 Jan 2021, Last Modified: 12 May 2023
Neural Comput. Appl. 2021
Readers:
Everyone
Towards Eating Habits Discovery in Egocentric Photo-Streams
Alina Matei
,
Andreea Glavan
,
Petia Radeva
,
Estefanía Talavera
Published: 01 Jan 2021, Last Modified: 12 May 2023
IEEE Access 2021
Readers:
Everyone
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos
Kayleigh Boekhoudt
,
Alina Matei
,
Maya Aghaei
,
Estefanía Talavera
Published: 01 Jan 2021, Last Modified: 12 May 2023
CAIP (2) 2021
Readers:
Everyone
View all 44 publications
Co-Authors
Adjorn Van Engelenhoven
Adrián Dueñas
Alejandro Cartas
Alexandre Cola
Alina Matei
Alina-Daniela Matei
Andreea Glavan
Beatriz Remeseiro
Carolin Wuerich
David Morales
Dimka Karastoyanova
Domenec Puig
Ephraim Nuwamanya
Farhan Akram
Gabriel Oliveira-Barra
George Azzopardi
Godliver Owomugisha
Hatem A. Rashwan
Jose M. Massa
Joshua Jeremy Dhikusooka
Kayleigh Boekhoudt
Lucas Silva Figueiredo
Maedeh Aghaei
Maite Garolera
Marc Bolaños
View all 41 co-authors