Andrea Mattia Garavagno

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Neural Architecture

Development Environments

Top Venues

Future Gener. Comput. Syst.

Publications

Andrea Mattia Garavagno, Edoardo Ragusa, Antonio Frisoli, Paolo Gastaldo
Running hardware-aware neural architecture search on embedded devices under 512MB of RAM. ICCE (2024)
Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli
ColabNAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor. Future Gener. Comput. Syst. 152 (2024)
Andrea Mattia Garavagno, Edoardo Ragusa, Antonio Frisoli, Paolo Gastaldo
A hardware-aware neural architecture search algorithm targeting low-end microcontrollers. PRIME (2023)
Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli
Human Recognition for Resource-Constrained Mobile Robot Applied to Covid-19 Disinfection. SYSINT (2022)
Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli
Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor. CoRR (2022)