Gabriele Gavarini

11 papers A 1B 3C 3Misc 1Journal 1Unranked 2
YearRankTypeTitle / Venue / Authors
2023 A conf
Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections.
DATE
Annachiara Ruospo, Gabriele Gavarini, Corrado De Sio, Juan-David Guerrero-Balaguera, Luca Sterpone, Matteo Sonza Reorda, Ernesto Sánchez, Riccardo Mariani, Joseph Aribido, Jyotika Athavale
2023 C conf
Evaluation and Mitigation of Faults Affecting Swin Transformers.
IOLTS
Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez
2023 B conf
Image Test Libraries for the on-line self-test of functional units in GPUs running CNNs.
ETS
Annachiara Ruospo, Gabriele Gavarini, A. Porsia, Matteo Sonza Reorda, Ernesto Sánchez, Riccardo Mariani, Joseph Aribido, Jyotika Athavale
2023 — conf
On the resilience of representative and novel data formats in CNNs.
DFT
Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez
2023 B conf
SCI-FI: a Smart, aCcurate and unIntrusive Fault-Injector for Deep Neural Networks.
ETS
Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez
2023 Misc conf
Special Session: Approximation and Fault Resiliency of DNN Accelerators.
VTS
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
2023 J jnl
Special Session: Approximation and Fault Resiliency of DNN Accelerators.
CoRR
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
2023 — conf
Uncovering hidden vulnerabilities in CNNs through evolutionary-based Image Test Libraries.
DFT
Vittorio Turco, Annachiara Ruospo, Gabriele Gavarini, Ernesto Sánchez, Matteo Sonza Reorda
2022 C conf
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability.
IOLTS
Gabriele Gavarini, Diego Stucchi, Annachiara Ruospo, Giacomo Boracchi, Ernesto Sánchez
2022 C conf
Selective Hardening of Critical Neurons in Deep Neural Networks.
DDECS
Annachiara Ruospo, Gabriele Gavarini, Ilaria Bragaglia, Marcello Traiola, Alberto Bosio, Ernesto Sánchez
2022 B conf
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip.
ETS
Francesco Angione, Davide Appello, Joseph Aribido, Jyotika Athavale, Nicolò Bellarmino, Paolo Bernardi, Riccardo Cantoro, Corrado De Sio, Tommaso Foscale, Gabriele Gavarini, Juan-David Guerrero-Balaguera, 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