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ORCIDGabriele Gavarini
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2020 – today
- 2023
[c10]Annachiara Ruospo, Gabriele Gavarini, Corrado De Sio, J. Guerrero, Luca Sterpone, Matteo Sonza Reorda
, Ernesto Sánchez, Riccardo Mariani, J. Aribido, Jyotika Athavale:
Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections. DATE 2023: 1-6- [c9]Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez:
On the resilience of representative and novel data formats in CNNs. DFT 2023: 1-6 - [c8]V. Turco, Annachiara Ruospo, Gabriele Gavarini, Ernesto Sánchez, Matteo Sonza Reorda:
Uncovering hidden vulnerabilities in CNNs through evolutionary-based Image Test Libraries. DFT 2023: 1-6 - [c7]Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez:
SCI-FI: a Smart, aCcurate and unIntrusive Fault-Injector for Deep Neural Networks. ETS 2023: 1-6 - [c6]Annachiara Ruospo, Gabriele Gavarini, A. Porsia, Matteo Sonza Reorda, Ernesto Sánchez, Riccardo Mariani, J. Aribido, Jyotika Athavale:
Image Test Libraries for the on-line self-test of functional units in GPUs running CNNs. ETS 2023: 1-6 - [c5]Gabriele Gavarini, Annachiara Ruospo, Ernesto Sánchez:
Evaluation and Mitigation of Faults Affecting Swin Transformers. IOLTS 2023: 1-7 - [c4]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:
Special Session: Approximation and Fault Resiliency of DNN Accelerators. VTS 2023: 1-10 - [i1]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:
Special Session: Approximation and Fault Resiliency of DNN Accelerators. CoRR abs/2306.04645 (2023) - 2022
- [c3]Annachiara Ruospo, Gabriele Gavarini, Ilaria Bragaglia, Marcello Traiola, Alberto Bosio, Ernesto Sánchez:
Selective Hardening of Critical Neurons in Deep Neural Networks. DDECS 2022: 136-141 - [c2]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:
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip. ETS 2022: 1-10 - [c1]Gabriele Gavarini, Diego Stucchi, Annachiara Ruospo, Giacomo Boracchi, Ernesto Sánchez:
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability. IOLTS 2022: 1-7
Coauthor Index
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