At-scale assessment of weight clustering for energy-efficient object detection accelerators. - Martí Caro; Hamid Tabani; Jaume Abella 001 (SAC, 2022)

At-scale evaluation of weight clustering to enable energy-efficient object detection. - Martí Caro; Hamid Tabani; Jaume Abella 001 (J. Syst. Archit., 2022)

Efficient Diverse Redundant DNNs for Autonomous Driving. - Martí Caro; Jordi Fornt; Jaume Abella 001 (COMPSAC, 2023)

An automotive case study on the limits of approximation for object detection. - Martí Caro; Hamid Tabani; Jaume Abella 001; Francesc Moll; Enric Morancho; Ramon Canal; Josep Altet; Antonio Calomarde; Francisco J. Cazorla; Antonio Rubio 001; Pau Fontova; Jordi Fornt (J. Syst. Archit., 2023)

An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col. - Jordi Fornt; Pau Fontova-Musté; Martí Caro; Jaume Abella 001; Francesc Moll; Josep Altet; Christoph Studer (IEEE Trans. Very Large Scale Integr. Syst., 2023)

Energy-Efficient Object Detection: Impact of Weight Clustering for Different Arithmetic Representations. - Martí Caro; Jaume Abella 001 (J. Signal Process. Syst., 2024)

GPU Implementation of Semantic Diverse DMR and TMR for High-Integrity AI-Based Functionalities. - Martí Caro; Axel Brando; Jaume Abella 001 (Zenodo, 2024)

Leveraging Image-Based Transformations to Mitigate Adversarial Attacks in AI-Based Safety-Critical Systems. - Martí Caro; Axel Brando; Jaume Abella 001 (IOLTS, 2025)

Semantic Diverse DMR and TMR for High-Integrity AI-Based Function Efficiency. - Martí Caro; Axel Brando; Jaume Abella 001 (ACM Trans. Cyber Phys. Syst., 2025)