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Anna Arias-Duart
Postdoc, HPAI, Barcelona Supercomputing Center
Joined
November 2023
Names
Anna Arias-Duart
(Preferred)
,
Anna Arias Duart
Emails
****@bsc.es
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Postdoc
HPAI,
Barcelona Supercomputing Center
(bsc.es)
2023
–
Present
PhD student
HPAI,
Barcelona Supercomputing Center
(bsc.es)
2019
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Ulises Cortés
2019
–
2023
Expertise
deep learning
,
computer vision
,
explainability
2019
–
2023
Publications
Aloe-Vision: Robust Vision-Language Models for Healthcare
Jaume Guasch-Martí
,
Enrique Lopez-Cuena
,
Martín Suárez-Fernández
,
Jordi Bayarri-Planas
,
Anna Arias-Duart
,
Dario Garcia-Gasulla
MIDL 2026 Poster
Readers:
Everyone
Language Models Can Explain Visual Features via Causal Interventions
Javier Ferrando
,
Enrique Lopez-Cuena
,
Pablo Agustin Martin-Torres
,
Daniel Hinjos
,
Anna Arias-Duart
,
Dario Garcia-Gasulla
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
A Confusion Matrix for Evaluating Feature Attribution Methods
Anna Arias-Duart
,
Ettore Mariotti
,
Dario Garcia-Gasulla
,
Jose Maria Alonso-Moral
Published: 01 Jan 2023, Last Modified: 06 Nov 2023
CVPR Workshops 2023
Readers:
Everyone
Focus and Bias: Will It Blend?
Anna Arias-Duart
,
Ferran Parés
,
Víctor Giménez-Ábalos
,
Dario Garcia-Gasulla
Published: 01 Jan 2022, Last Modified: 06 Nov 2023
CCIA 2022
Readers:
Everyone
Focus! Rating XAI Methods and Finding Biases
Anna Arias-Duart
,
Ferran Parés
,
Dario Garcia-Gasulla
,
Victor Gimenez-Abalos
Published: 01 Jan 2022, Last Modified: 06 Nov 2023
FUZZ-IEEE 2022
Readers:
Everyone
The MAMe dataset: on the relevance of high resolution and variable shape image properties
Ferran Parés
,
Anna Arias-Duart
,
Dario Garcia-Gasulla
,
Gema Campo-Francés
,
Nina Viladrich
,
Eduard Ayguadé
,
Jesús Labarta
Published: 01 Jan 2022, Last Modified: 06 Nov 2023
Appl. Intell. 2022
Readers:
Everyone
A Closer Look at Art Mediums: The MAMe Image Classification Dataset
Ferran Parés
,
Anna Arias-Duart
,
Dario Garcia-Gasulla
,
Gema Campo-Francés
,
Nina Viladrich
,
Eduard Ayguadé
,
Jesús Labarta
Published: 01 Jan 2020, Last Modified: 06 Nov 2023
CoRR 2020
Readers:
Everyone
Co-Authors
Daniel Hinjos
Dario Garcia-Gasulla
Eduard Ayguadé
Enrique Lopez-Cuena
Ettore Mariotti
Ferran Parés
Gema Campo-Francés
Jaume Guasch-Martí
Javier Ferrando
Jesús Labarta
Jordi Bayarri-Planas
Jose Maria Alonso-Moral
Martín Suárez-Fernández
Nina Viladrich
Pablo Agustin Martin-Torres
Victor Gimenez-Abalos
Víctor Giménez-Ábalos