Martí Caro

According to our database, Martí Caro authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

TRUST Implementation based on the paper: Efficient Diverse Redundant DNNs for Autonomous Driving.

Martí Caro, Axel Brando, Jaume Abella

Dataset, January, 2026

2025

Semantic Diverse DMR and TMR for High-Integrity AI-Based Function Efficiency.

Martí Caro, Axel Brando, Jaume Abella

ACM Trans. Cyber Phys. Syst., April, 2025

GAVINA: flexible aggressive undervolting for bit-serial mixed-precision DNN acceleration.

Jordi Fornt, Pau Fontova-Musté, Adrian Gras, Omar Lahyani, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2025

Leveraging Image-Based Transformations to Mitigate Adversarial Attacks in AI-Based Safety-Critical Systems.

Martí Caro, Axel Brando, Jaume Abella

Proceedings of the 31st IEEE International Symposium on On-Line Testing and Robust System Design, 2025

Approximate Circuits Versus Quantization for Energy Efficient Deep Neural Networks.

Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Josep Altet, Antonio Rubio, Francesc Moll

Proceedings of the 40th Conference on Design of Circuits and Integrated Systems, 2025

2024

GPU Implementation of Semantic Diverse DMR and TMR for High-Integrity AI-Based Functionalities.

Martí Caro, Axel Brando, Jaume Abella

Dataset, June, 2024

Energy-Efficient Object Detection: Impact of Weight Clustering for Different Arithmetic Representations.

Martí Caro, Jaume Abella

J. Signal Process. Syst., May, 2024

2023

An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col.

Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet, Christoph Studer

IEEE Trans. Very Large Scale Integr. Syst., November, 2023

An automotive case study on the limits of approximation for object detection.

Martí Caro, Hamid Tabani, Jaume Abella, Francesc Moll, Enric Morancho, Ramon Canal, Josep Altet, Antonio Calomarde, Francisco J. Cazorla, Antonio Rubio, Pau Fontova, Jordi Fornt

J. Syst. Archit., 2023

Efficient Diverse Redundant DNNs for Autonomous Driving.

Martí Caro, Jordi Fornt, Jaume Abella

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

At-scale evaluation of weight clustering to enable energy-efficient object detection.

Martí Caro, Hamid Tabani, Jaume Abella

J. Syst. Archit., 2022

At-scale assessment of weight clustering for energy-efficient object detection accelerators.

Martí Caro, Hamid Tabani, Jaume Abella

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022