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2020 – today
- 2024
[j4]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ariadna Sanglas, Francisco Palomares:
Reliable and efficient integration of AI into camera traps for smart wildlife monitoring based on continual learning. Ecol. Informatics 83: 102815 (2024)- 2023
- [j3]Delia Velasco-Montero
, Bart Goossens, Jorge Fernández-Berni, Ángel Rodríguez-Vázquez, Wilfried Philips:
A Pipelining-Based Heterogeneous Scheduling and Energy-Throughput Optimization Scheme for CNNs Leveraging Apache TVM. IEEE Access 11: 35007-35021 (2023) - 2020
- [j2]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. IEEE Internet Things J. 7(10): 9227-9240 (2020) - [i2]Théo Benoit-Cattin, Delia Velasco-Montero, Jorge Fernández-Berni:
Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device. CoRR abs/2010.06291 (2020)
2010 – 2019
- 2019
- [c4]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
CNN Performance Prediction on a CPU-based Edge Platform. ICDSC 2019: 29:1-29:2 - [c3]Delia Velasco-Montero, Jorge Femández-Bemi, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform. IWSSIP 2019: 249-254 - [i1]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. CoRR abs/1912.06442 (2019) - 2018
- [j1]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
Optimum Selection of DNN Model and Framework for Edge Inference. IEEE Access 6: 51680-51692 (2018) - [c2]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications. ACIVS 2018: 369-379 - [c1]Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez:
On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera. ICDSC 2018: 27:1-27:2
Coauthor Index
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