Axel Brando
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
12
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | DSD | SAFEXPLAIN: a Complete Approach Towards Trustworthy AI-Based Safety-Critical Systems. | Jaume Abella, Irune Agirre, Thanh Hai Bui, Frank Geujen, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Axel Brando, Javier Fernndez, Irune Yarza, Joanes Plazaola, Robert Lowe, Maria Ulan, Rob Lavreysen, Lucas Tosi, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Stefano Lodico, William Guarienti, Giuseppe Nicosia, Valeria Dallara |
| 2025 | IJCNN | Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix. | Unai Gurbindo, Axel Brando, Jaume Abella, Caroline Knig |
| 2025 | IOLTS | Leveraging Image-Based Transformations to Mitigate Adversarial Attacks in AI-Based Safety-Critical Systems. | Mart Caro, Axel Brando, Jaume Abella |
| 2025 | ICSA | Managing Sources of Uncertainty in Utilizing AI in Development and Deployment of Safety-Critical Autonomous Systems. | Robert Lowe, Maria Ulan, Thanh Hai Bui, Ana Adell, Jokin Labaien, Axel Brando |
| 2025 | RTSS | EMR: Removing Multicollinear Event Monitors to Improve Timing Modelling of Real-Time Systems. | David Fonts, Diego Palacios, Sergi Vilardell, Axel Brando, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla |
| 2024 | IOLTS | Safety-Relevant AI-Based System Robustification with Neural Network Ensembles. | Adri Aldom, Axel Brando, Francisco J. Cazorla, Jaume Abella |
| 2024 | UAI | Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models. | Lucas Berry, Axel Brando, David Meger |
| 2023 | AAAI | Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning. | Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jaume Abella |
| 2023 | AISTATS | Retrospective Uncertainties for Deep Models using Vine Copulas. | Natasa Tagasovska, Firat Ozdemir, Axel Brando |
| 2023 | DATE | SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. | Jaume Abella, Jon Prez, Cristofer Englund, Bahram Zonooz, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Isabel Serra, Axel Brando, Irune Agirre, Fernando Eizaguirre, Thanh Hai Bui, Elahe Arani, Fahad Sarfraz, Ajay Balasubramaniam, Ahmed Badar, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Davide Brighenti, Davide Cunial |
| 2023 | ETS | EUROPULS: NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS. | Fabio Pavanello, Cdric Marchand, Ian O'Connor, Rgis Orobtchouk, Fabien Mandorlo, Xavier Letartre, Sbastien Cueff, Elena-Ioana Vatajelu, Giorgio Di Natale, Benoit Cluzel, Aurelien Coillet, Benot Charbonnier, Pierre Noe, Frantisek Kavan, Martin Zoldak, Michal Szaj, Peter Bienstman, Thomas Van Vaerenbergh, Ulrich Rhrmair, Paulo F. Flores, Lus Guerra e Silva, Ricardo Chaves, Lus Miguel Silveira, Mariano Ceccato, Dimitris Gizopoulos, George Papadimitriou, Vasileios Karakostas, Axel Brando, Francisco J. Cazorla, Ramon Canal, Pau Closas, Adria Gusi-Amigo, Paolo Crovetti, Alessio Carpegna, Tzamn Melendez Carmona, Stefano Di Carlo, Alessandro Savino |
| 2022 | AISTATS | Deep Non-crossing Quantiles through the Partial Derivative. | Axel Brando, Joan Gimeno, Jos A. Rodrguez-Serrano, Jordi Vitri |
| 2022 | ECRTS | Using Quantile Regression in Neural Networks for Contention Prediction in Multicore Processors. | Axel Brando, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla |
| 2019 | IBPRIA | Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis. | Jos Mena, Axel Brando, Oriol Pujol, Jordi Vitri |