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2020 – today
- 2024
[j4]Martí Caro
, Jaume Abella:
Energy-Efficient Object Detection: Impact of Weight Clustering for Different Arithmetic Representations. J. Signal Process. Syst. 96(4-5): 287-300 (2024)- 2023
- [j3]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: 102872 (2023) - [j2]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): 1874-1878 (2023) - [c2]Martí Caro, Jordi Fornt, Jaume Abella:
Efficient Diverse Redundant DNNs for Autonomous Driving. COMPSAC 2023: 18-27 - [i2]Martí Caro, Hamid Tabani, Jaume Abella:
At-Scale Evaluation of Weight Clustering to Enable Energy-Efficient Object Detection. CoRR abs/2302.14426 (2023) - [i1]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 abs/2304.06327 (2023) - 2022
- [j1]Martí Caro, Hamid Tabani, Jaume Abella:
At-scale evaluation of weight clustering to enable energy-efficient object detection. J. Syst. Archit. 129: 102635 (2022) - [c1]Martí Caro, Hamid Tabani, Jaume Abella:
At-scale assessment of weight clustering for energy-efficient object detection accelerators. SAC 2022: 530-533
Coauthor Index
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