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Anna Arias-Duart

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2024
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Anna Arias-Duart:
Assessing biases through mosaic attributions. Polytechnic University of Catalonia, Spain, 2024
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  - journals/corr/abs-2405-01886
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Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Jordi Bayarri-Planas, Adrián Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Sergio Álvarez-Napagao, Eduard Ayguadé Parra, Ulises Cortés Dario Garcia-Gasulla:
Aloe: A Family of Fine-tuned Open Healthcare LLMs. CoRR abs/2405.01886 (2024)
2023
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Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral:
A Confusion Matrix for Evaluating Feature Attribution Methods. CVPR Workshops 2023: 3709-3714
2022
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  - journals/apin/ParesAGCVAL22
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Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta:
The MAMe dataset: on the relevance of high resolution and variable shape image properties. Appl. Intell. 52(10): 11703-11724 (2022)
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Anna Arias-Duart, Ferran Parés, Víctor Giménez-Ábalos, Dario Garcia-Gasulla:
Focus and Bias: Will It Blend? CCIA 2022: 325-334
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Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla, Victor Gimenez-Abalos:
Focus! Rating XAI Methods and Finding Biases. FUZZ-IEEE 2022: 1-8
2021
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  - journals/corr/abs-2109-15035
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Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla:
Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods. CoRR abs/2109.15035 (2021)
2020
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  - journals/corr/abs-2007-13693
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Ferran Parés, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Francés, Nina Viladrich, Eduard Ayguadé, Jesús Labarta:
A Closer Look at Art Mediums: The MAMe Image Classification Dataset. CoRR abs/2007.13693 (2020)

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