Martí Caro

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Scene Understanding

Energy Efficient

Data Aggregation

Multi Core Architecture

Top Venues

J. Syst. Archit.

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Martí Caro, Jaume Abella
Energy-Efficient Object Detection: Impact of Weight Clustering for Different Arithmetic Representations. J. Signal Process. Syst. 96 (4-5) (2024)
Martí Caro, Jordi Fornt, Jaume Abella
Efficient Diverse Redundant DNNs for Autonomous Driving. COMPSAC (2023)
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
An automotive case study on the limits of approximation for object detection. J. Syst. Archit. 138 (2023)
Martí Caro, Hamid Tabani, Jaume Abella
At-Scale Evaluation of Weight Clustering to Enable Energy-Efficient Object Detection. CoRR (2023)
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
An Automotive Case Study on the Limits of Approximation for Object Detection. CoRR (2023)
Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet, Christoph Studer
An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col. IEEE Trans. Very Large Scale Integr. Syst. 31 (11) (2023)
Martí Caro, Hamid Tabani, Jaume Abella
At-scale assessment of weight clustering for energy-efficient object detection accelerators. SAC (2022)
Martí Caro, Hamid Tabani, Jaume Abella
At-scale evaluation of weight clustering to enable energy-efficient object detection. J. Syst. Archit. 129 (2022)