DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment

13 March 2023

Papers citing "DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment"

7 / 7 papers shown

Title
DeepVigor+: Scalable and Accurate Semi-Analytical Fault Resilience Analysis for Deep Neural Network Mohammad Hasan Ahmadilivani J. Raik Masoud Daneshtalab M. Jenihhin 16 0 0 21 Oct 2024
ProAct: Progressive Training for Hybrid Clipped Activation Function to Enhance Resilience of DNNs Seyedhamidreza Mousavi Mohammad Hasan Ahmadilivani J. Raik M. Jenihhin Masoud Daneshtalab 33 2 0 10 Jun 2024
Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning Mohammad Hasan Ahmadilivani Seyedhamidreza Mousavi J. Raik Masoud Daneshtalab M. Jenihhin AAML 31 3 0 17 May 2024
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin AAML 12 9 0 16 Jun 2023
Special Session: Approximation and Fault Resiliency of DNN Accelerators Mohammad Hasan Ahmadilivani M. Barbareschi Salvatore Barone A. Bosio Masoud Daneshtalab ... M. Jenihhin J. Raik A. Ruospo Ernesto Sánchez Mahdi Taheri AAML 29 14 0 31 May 2023
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators Mahdi Taheri M. Riazati Mohammad Hasan Ahmadilivani M. Jenihhin Masoud Daneshtalab J. Raik Mikael Sjödin B. Lisper 35 20 0 14 Mar 2023
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 66 100 0 04 Jan 2021