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ORCIDDario Garcia-Gasulla
Person information
- affiliation: Barcelona Supercomputing Center (BSC), Barcelona, Spain
- affiliation (PhD 2015): Polytechnic University of Catalonia (UPC), KEMLg, Barcelona, Spain
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2020 – today
- 2025
[i31]Anna Arias-Duart, Pablo Agustin Martin-Torres, Daniel Hinjos, Pablo Bernabeu-Perez, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering. CoRR abs/2502.06666 (2025)- [i30]Dario Garcia-Gasulla, Adrián Tormos, Anna Arias-Duart, Daniel Hinjos, Oscar Molina-Sedano, Ashwin Kumar Gururajan, Maria Eugenia Cardello:
Efficient Safety Retrofitting Against Jailbreaking for LLMs. CoRR abs/2502.13603 (2025) - 2024
- [j14]Ettore Mariotti
, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral:
TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing. IEEE Access 12: 138870-138880 (2024) - [i29]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) - [i28]Pablo Bernabeu-Perez, Enrique Lopez-Cuena, Dario Garcia-Gasulla:
Present and Future Generalization of Synthetic Image Detectors. CoRR abs/2409.14128 (2024) - [i27]Jordi Bayarri-Planas, Ashwin Kumar Gururajan, Dario Garcia-Gasulla:
Boosting Healthcare LLMs Through Retrieved Context. CoRR abs/2409.15127 (2024) - [i26]Adrián Tormos, Blanca Llauradó, José Fernando Núñez, Axel Romero, Dario Garcia-Gasulla, Javier Béjar:
Data Augmentation with Diffusion Models for Colon Polyp Localization on the Low Data Regime: How much real data is enough? CoRR abs/2411.18926 (2024) - 2023
- [c32]Lucia Urcelay, Daniel Hinjos, Pablo Agustin Martin-Torres, Marta González, Marta Méndez, Salva Cívico, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Exploring the Role of Explainability in AI-Assisted Embryo Selection. CCIA 2023: 153-162 - [c31]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 - [c30]Dario Garcia-Gasulla, Victor Gimenez-Abalos, Pablo Agustin Martin-Torres:
Padding Aware Neurons. ICCV (Workshops) 2023: 99-108 - [c29]Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral:
A Confusion Matrix for Evaluating Feature Attribution Methods. XAI4CV 2023: 3709-3714 - [i25]Lucia Urcelay, Daniel Hinjos, Pablo Agustin Martin-Torres, Marta González, Marta Méndez, Salva Cívico, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Exploring the Role of Explainability in AI-Assisted Embryo Selection. CoRR abs/2308.02534 (2023) - [i24]Dario Garcia-Gasulla, Victor Gimenez-Abalos, Pablo Agustin Martin-Torres:
Padding Aware Neurons. CoRR abs/2309.08048 (2023) - 2022
- [j13]Ulises Cortés, Atia Cortés, Dario Garcia-Gasulla, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Enric Àlvarez:
The ethical use of high-performance computing and artificial intelligence: fighting COVID-19 at Barcelona Supercomputing Center. AI Ethics 2(2): 325-340 (2022) - [j12]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) - [j11]Javier Béjar, Raquel Pérez, Armand Vilalta, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Large scale prediction of sick leave duration with nonlinear survival analysis algorithms. Expert Syst. Appl. 198: 116760 (2022) - [c28]Anna Arias-Duart, Ferran Parés, Víctor Giménez-Ábalos, Dario Garcia-Gasulla:
Focus and Bias: Will It Blend? CCIA 2022: 325-334 - [c27]Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla, Victor Gimenez-Abalos:
Focus! Rating XAI Methods and Finding Biases. FUZZ-IEEE 2022: 1-8 - [i23]Dmitry Gnatyshak, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Jamie Arjona, Tommaso Venturini:
Healthy Twitter discussions? Time will tell. CoRR abs/2203.11261 (2022) - [i22]Adrián Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos, Sergio Álvarez-Napagao:
When & How to Transfer with Transfer Learning. CoRR abs/2211.04347 (2022) - 2021
- [j10]Raquel Pérez-Arnal, David V. Conesa, Sergio Álvarez-Napagao, Toyotaro Suzumura, Martí Català, Enrique Alvarez-Lacalle, Dario Garcia-Gasulla:
Comparative Analysis of Geolocation Information through Mobile-Devices under Different COVID-19 Mobility Restriction Patterns in Spain. ISPRS Int. J. Geo Inf. 10(2): 73 (2021) - [j9]Ferran Parés Pont, Pedro Megias, Dario Garcia-Gasulla, Marta Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta:
Size & Shape Matters: The Need of HPC Benchmarks of High Resolution Image Training for Deep Learning. Supercomput. Front. Innov. 8(1): 28-44 (2021) - [j8]Ulises Cortés, Atia Cortés, Cristian Barrué, Abraham Sánchez, Eduardo Ulises Moya-Sánchez, Dario Garcia-Gasulla:
To Be fAIr or Not to Be: Using AI for the Good of Citizens. IEEE Technol. Soc. Mag. 40(1): 55-70 (2021) - [c26]Marta Barroso, Adrián Tormos, Raquel Pérez-Arnal, Sergio Álvarez-Napagao, Dario Garcia-Gasulla:
Collection, Processing and Analysis of Heterogeneous Data Coming from Spanish Hospitals in the Context of COVID-19. CCIA 2021: 254-263 - [i21]Anna Arias-Duart, Ferran Parés, Dario Garcia-Gasulla:
Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods. CoRR abs/2109.15035 (2021) - 2020
- [c25]Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla:
The Impact of COVID-19 on Flight Networks. IEEE BigData 2020: 2443-2452 - [c24]Irene Li, Yixin Li, Tianxiao Li, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Toyotaro Suzumura:
What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing. SGAI Conf. 2020: 358-370 - [c23]Marc Josep-Fabregó, Xavier Teruel, Victor Gimenez-Abalos, Davide Cirillo, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Marta Garcia-Gasulla, Eduard Ayguadé, Alfonso Valencia:
GOPHER, an HPC Framework for Large Scale Graph Exploration and Inference. ISC Workshops 2020: 211-222 - [i20]Mario A. Gutierrez-Mondragon, Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Jaume Brossa-Ordoñez, Rafael Gimenez-Esteban:
Obstruction level detection of sewer videos using convolutional neural networks. CoRR abs/2002.01284 (2020) - [i19]Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Álvarez-Napagao, Raquel Pérez-Arnal, Dario Garcia-Gasulla:
The Impact of COVID-19 on Flight Networks. CoRR abs/2006.02950 (2020) - [i18]Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel Pérez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, Mariko Kurokawa, Yuta Kanzawa, Naomi Nakagawa, Masatoshi Hanai, Yixin Li, Tianxiao Li:
Global Data Science Project for COVID-19 Summary Report. CoRR abs/2006.05573 (2020) - [i17]Ian Walsh, Dmytro Fishman, Dario Garcia-Gasulla, Tiina Titma, Jen Harrow, Fotis E. Psomopoulos, Silvio C. E. Tosatto:
Recommendations for machine learning validation in biology. CoRR abs/2006.16189 (2020) - [i16]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) - [i15]Dario Garcia-Gasulla, Atia Cortés, Sergio Álvarez-Napagao, Ulises Cortés:
Signs for Ethical AI: A Route Towards Transparency. CoRR abs/2009.13871 (2020)
2010 – 2019
- 2019
- [j7]Armand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Eduardo Ulises Moya-Sánchez, Ulises Cortés:
Studying the impact of the Full-Network embedding on multimodal pipelines. Semantic Web 10(5): 909-923 (2019) - [c22]Raquel Pérez-Arnal, Dario Garcia-Gasulla, David Torrents, Ferran Parés, Ulises Cortés, Jesús Labarta, Eduard Ayguadé:
Random Forest as a Tumour Genetic Marker Extractor. CCIA 2019: 35-44 - [c21]Victor Gimenez-Abalos, Armand Vilalta, Dario Garcia-Gasulla, Jesús Labarta, Eduard Ayguadé:
Feature Discriminativity Estimation in CNNs for Transfer Learning. CCIA 2019: 64-73 - [c20]Dmitry Gnatyshak, Luis Oliva Felipe, Sergio Álvarez-Napagao, Julian A. Padget, Javier Vázquez-Salceda, Dario Garcia-Gasulla, Ulises Cortés:
Towards a Goal-Oriented Agent-Based Simulation Framework for High-Performance Computing. CCIA 2019: 329-338 - [c19]Manuel Gijón Agudo, Armand Vilalta Arias, Dario Garcia-Gasulla:
Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis. CCIA 2019: 407-416 - [i14]Victor Gimenez-Abalos, Armand Vilalta, Dario Garcia-Gasulla, Jesús Labarta, Eduard Ayguadé:
Feature discriminativity estimation in CNNs for transfer learning. CoRR abs/1911.03332 (2019) - [i13]Dmitry Gnatyshak, Luis Oliva Felipe, Sergio Álvarez-Napagao, Julian A. Padget, Javier Vázquez-Salceda, Dario Garcia-Gasulla, Ulises Cortés:
Towards a Goal-oriented Agent-based Simulation framework for High-Performance Computing. CoRR abs/1911.10055 (2019) - [i12]Raquel Pérez-Arnal, Dario Garcia-Gasulla, David Torrents, Ferran Parés, Ulises Cortés, Jesús Labarta, Eduard Ayguadé:
Random Forest as a Tumour Genetic Marker Extractor. CoRR abs/1911.11471 (2019) - 2018
- [j6]Dario Garcia-Gasulla, Ferran Parés, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
On the Behavior of Convolutional Nets for Feature Extraction. J. Artif. Intell. Res. 61: 563-592 (2018) - [c18]Raquel Pérez-Arnal, Armand Vilalta, Dario Garcia-Gasulla, Ulises Cortés, Eduard Ayguadé, Jesús Labarta:
A Visual Distance for WordNet. CCIA 2018: 266-270 - [c17]Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka:
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. HiPC 2018: 92-101 - [c16]Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
An Out-of-the-box Full-Network Embedding for Convolutional Neural Networks. ICBK 2018: 168-175 - [i11]Raquel Pérez-Arnal, Armand Vilalta, Dario Garcia-Gasulla, Ulises Cortés, Eduard Ayguadé, Jesús Labarta:
A Visual Distance for WordNet. CoRR abs/1804.09558 (2018) - [i10]Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla, Min-hwan Oh, Satoshi Matsuoka:
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs. CoRR abs/1812.10321 (2018) - 2017
- [j5]Dario Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta, Javier Béjar, Ulises Cortés, Toyotaro Suzumura, R. Chen:
A visual embedding for the unsupervised extraction of abstract semantics. Cogn. Syst. Res. 42: 73-81 (2017) - [c15]Ferran Parés, Dario Garcia-Gasulla, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm. COMPLEX NETWORKS 2017: 229-240 - [c14]Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Building Graph Representations of Deep Vector Embeddings. SemDeep@IWCS 2017: 9-15 - [c13]Armand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Full-Network Embedding in a Multimodal Embedding Pipeline. SemDeep@IWCS 2017: 24-32 - [i9]Dario Garcia-Gasulla, Ferran Parés, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
On the Behavior of Convolutional Nets for Feature Extraction. CoRR abs/1703.01127 (2017) - [i8]Ferran Parés, Dario Garcia-Gasulla, Armand Vilalta, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Fluid Communities: A Community Detection Algorithm. CoRR abs/1703.09307 (2017) - [i7]Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
An Out-of-the-box Full-network Embedding for Convolutional Neural Networks. CoRR abs/1705.07706 (2017) - [i6]Dario Garcia-Gasulla, Armand Vilalta, Ferran Parés, Jonathan Moreno, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Building Graph Representations of Deep Vector Embeddings. CoRR abs/1707.07465 (2017) - [i5]Armand Vilalta, Dario Garcia-Gasulla, Ferran Parés, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Full-Network Embedding in a Multimodal Embedding Pipeline. CoRR abs/1707.09872 (2017) - 2016
- [j4]Javier Béjar, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Luis Oliva, Arturo Tejeda-Gómez, Javier Vázquez-Salceda:
Discovery of spatio-temporal patterns from location-based social networks. J. Exp. Theor. Artif. Intell. 28(1-2): 313-329 (2016) - [j3]Ignasi Gómez-Sebastià, Jonathan Moreno, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Cristian Barrué, Ulises Cortés:
Situated Agents and Humans in Social Interaction for Elderly Healthcare: From Coaalas to AVICENA. J. Medical Syst. 40(2): 38:1-38:20 (2016) - [c12]Dario Garcia-Gasulla, Jonathan Moreno, Raúl Ramos-Pollán, Romel Casadiegos Barrios, Javier Béjar, Ulises Cortés, Eduard Ayguadé, Jesús Labarta, Toyotaro Suzumura:
On the Representativeness of Convolutional Neural Networks Layers. CCIA 2016: 29-38 - [e1]Toyotaro Suzumura, Dario Garcia-Gasulla, Miyuru Dayarathna:
Proceedings of the ACM Workshop on High Performance Graph Processing, HPGP@HPDC 2016, Kyoto, Japan, May 31, 2016. ACM 2016, ISBN 978-1-4503-4350-3 [contents] - [i4]Dario Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta, Ulises Cortés:
Limitations and Alternatives for the Evaluation of Large-scale Link Prediction. CoRR abs/1611.00547 (2016) - [i3]Dario Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta, Ulises Cortés, Toyotaro Suzumura:
Hierarchical Hyperlink Prediction for the WWW. CoRR abs/1611.09084 (2016) - 2015
- [b1]Dario Garcia-Gasulla:
Link prediction in large directed graphs. Polytechnic University of Catalonia, Spain, 2015 - [c11]Dario Garcia-Gasulla, Ulises Cortés, Eduard Ayguadé, Jesús Labarta:
Evaluating Link Prediction on Large Graphs. CCIA 2015: 90-99 - [i2]Dario Garcia-Gasulla, Javier Béjar, Ulises Cortés, Eduard Ayguadé, Jesús Labarta:
Extracting Visual Patterns from Deep Learning Representations. CoRR abs/1507.08818 (2015) - 2014
- [j2]Hannu Järvinen, Dario Garcia-Gasulla, Ulises Cortés:
A Push-Based Agent Communication Model Empowering Assistive Technologies. Int. J. Artif. Intell. Tools 23(1) (2014) - [c10]Sergio Álvarez-Napagao, Arturo Tejeda-Gómez, Luis Oliva Felipe, Dario Garcia-Gasulla, Victor Codina, Ignasi Gómez-Sebastià, Javier Vázquez-Salceda:
Urban Context Detection and Context-Aware Recommendation via Networks of Humans as Sensors. ARE/AVSA@AAMAS 2014: 68-85 - [c9]Javier Béjar, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Luis Oliva, Arturo Tejeda-Gómez, Javier Vázquez-Salceda:
Discovery of Spatio-Temporal Patterns from Location Based Social Networks. CCIA 2014: 126-135 - [c8]Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Arturo Tejeda-Gómez, Luis Oliva Felipe, Ignasi Gómez-Sebastià, Javier Béjar, Javier Vázquez-Salceda:
Social network data analysis for event detection. ECAI 2014: 1009-1010 - [c7]Ignasi Gómez-Sebastià, Luis Oliva, Sergio Álvarez-Napagao, Dario Garcia-Gasulla, Arturo Tejeda-Gómez, Javier Vázquez-Salceda:
A Functional Approach for Disruptive Event Discovery and Policy Monitoring in Mobility Scenarios. ELS 2014: 46-53 - [c6]Dario Garcia-Gasulla, Ulises Cortés:
Link Prediction in Very Large Directed Graphs: Exploiting Hierarchical Properties in Parallel. KNOW@LOD 2014 - 2013
- [c5]Dario Garcia-Gasulla, Ulises Cortés:
Hierarchical Inference Applied to Cyc. CCIA 2013: 25-28 - [c4]Jonathan Moreno, Ulises Cortés, Dario Garcia-Gasulla, Ignasi Gómez-Sebastià, Sergio Álvarez-Napagao:
Applying COAALAS to SPiDer. CCIA 2013: 326-335 - 2012
- [j1]Juan Carlos Nieves, Dario Garcia-Gasulla, Montse Aulinas, Ulises Cortés:
An Operational Approach for Implementing Normative Agents in Urban Wastewater Systems. Computación y Sistemas 16(1) (2012) - 2011
- [i1]Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Sergio Álvarez-Napagao:
A Society of Situated Agents for Adaptable Eldercare. ERCIM News 2011(87) (2011) - 2010
- [c3]Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Cristian Barrué, Javier Vázquez-Salceda, Ulises Cortés:
A Flexible Agent-Oriented Solution to Model Organisational and Normative Requirements in Assistive Technologies. CCIA 2010: 79-88 - [c2]Ignasi Gómez-Sebastià, Dario Garcia-Gasulla, Cristian Barrué, Javier Vázquez-Salceda, Ulises Cortés:
ALIVE Meets SHARE-it: An Agent-Oriented Solution to Model Organisational and Normative Requirements in Assistive Technologies. eHealth 2010: 319-326 - [c1]Juan Carlos Nieves, Dario Garcia-Gasulla, Montse Aulinas, Ulises Cortés:
Using Situation Calculus for Normative Agents in Urban Wastewater Systems. PAAMS 2010: 247-257
Coauthor Index
Eduard Ayguadé
aka: Eduard Ayguadé Parra
aka: Eduard Ayguadé Parra
Ferran Parés
aka: Ferran Parés Pont
aka: Ferran Parés Pont
Armand Vilalta
aka: Armand Vilalta Arias
aka: Armand Vilalta Arias
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