Martí Caro

13 papers A 1B 1C 1Misc 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
Approximate Circuits Versus Quantization for Energy Efficient Deep Neural Networks.
DCIS
Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Josep Altet, Antonio Rubio, Francesc Moll
2025 A conf
GAVINA: flexible aggressive undervolting for bit-serial mixed-precision DNN acceleration.
ISLPED
Jordi Fornt, Pau Fontova-Musté, Adrian Gras, Omar Lahyani, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet
2025 J jnl
GAVINA: flexible aggressive undervolting for bit-serial mixed-precision DNN acceleration.
CoRR
Jordi Fornt, Pau Fontova-Musté, Adrian Gras, Omar Lahyani, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet
2025 C conf
Leveraging Image-Based Transformations to Mitigate Adversarial Attacks in AI-Based Safety-Critical Systems.
IOLTS
Martí Caro, Axel Brando, Jaume Abella
2025 J jnl
Semantic Diverse DMR and TMR for High-Integrity AI-Based Function Efficiency.
ACM Trans. Cyber Phys. Syst.
Martí Caro, Axel Brando, Jaume Abella
2024 J jnl
Energy-Efficient Object Detection: Impact of Weight Clustering for Different Arithmetic Representations.
J. Signal Process. Syst.
Martí Caro, Jaume Abella
2023 J jnl
An Automotive Case Study on the Limits of Approximation for Object Detection.
CoRR
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
2023 J jnl
An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col.
IEEE Trans. Very Large Scale Integr. Syst.
Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet, Christoph Studer
2023 J jnl
An automotive case study on the limits of approximation for object detection.
J. Syst. Archit.
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
2023 J jnl
At-Scale Evaluation of Weight Clustering to Enable Energy-Efficient Object Detection.
CoRR
Martí Caro, Hamid Tabani, Jaume Abella
2023 B conf
Efficient Diverse Redundant DNNs for Autonomous Driving.
COMPSAC
Martí Caro, Jordi Fornt, Jaume Abella
2022 Misc conf
At-scale assessment of weight clustering for energy-efficient object detection accelerators.
SAC
Martí Caro, Hamid Tabani, Jaume Abella
2022 J jnl
At-scale evaluation of weight clustering to enable energy-efficient object detection.
J. Syst. Archit.
Martí Caro, Hamid Tabani, Jaume Abella