Gabriele Gavarini

According to our database, Gabriele Gavarini authored at least 10 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Special Session: Approximation and Fault Resiliency of DNN Accelerators.

Mohammad Hasan Ahmadilivani, Mario Barbareschi, Salvatore Barone, Alberto Bosio, Masoud Daneshtalab, Salvatore Della Torca, Gabriele Gavarini, Maksim Jenihhin, Jaan Raik, Annachiara Ruospo, Ernesto Sánchez, Mahdi Taheri

Proceedings of the 41st IEEE VLSI Test Symposium, 2023

Evaluation and Mitigation of Faults Affecting Swin Transformers.

Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez

Proceedings of the 29th International Symposium on On-Line Testing and Robust System Design, 2023

Image Test Libraries for the on-line self-test of functional units in GPUs running CNNs.

Annachiara Ruospo, Gabriele Gavarini, A. Porsia, Matteo Sonza Reorda, Ernesto Sánchez, Riccardo Mariani, J. Aribido, Jyotika Athavale

Proceedings of the IEEE European Test Symposium, 2023

SCI-FI: a Smart, aCcurate and unIntrusive Fault-Injector for Deep Neural Networks.

Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez

Proceedings of the IEEE European Test Symposium, 2023

Uncovering hidden vulnerabilities in CNNs through evolutionary-based Image Test Libraries.

V. Turco, Annachiara Ruospo, Gabriele Gavarini, Ernesto Sánchez, Matteo Sonza Reorda

Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2023

On the resilience of representative and novel data formats in CNNs.

Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez

Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2023

Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections.

Annachiara Ruospo, Gabriele Gavarini, Corrado De Sio, J. Guerrero, Luca Sterpone, Matteo Sonza Reorda, Ernesto Sánchez, Riccardo Mariani, J. Aribido, Jyotika Athavale

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability.

Gabriele Gavarini, Diego Stucchi, Annachiara Ruospo, Giacomo Boracchi, Ernesto Sánchez

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022

Test, Reliability and Functional Safety Trends for Automotive System-on-Chip.

Francesco Angione, Davide Appello, J. Aribido, Jyotika Athavale, Nicolò Bellarmino, Paolo Bernardi, Riccardo Cantoro, Corrado De Sio, Tommaso Foscale, Gabriele Gavarini, J. Guerrero, Martin Huch, Giusy Iaria, Tobias Kilian, Riccardo Mariani, Raffaele Martone, Annachiara Ruospo, Ernesto Sánchez, Ulf Schlichtmann, Giovanni Squillero, Matteo Sonza Reorda, Luca Sterpone, Vincenzo Tancorre, Roberto Ugioli

Proceedings of the IEEE European Test Symposium, 2022

Selective Hardening of Critical Neurons in Deep Neural Networks.

Annachiara Ruospo, Gabriele Gavarini, Ilaria Bragaglia, Marcello Traiola, Alberto Bosio, Ernesto Sánchez

Proceedings of the 25th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2022