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2020 – today
- 2024
[j8]Sajjad Amini
, Alireza Heshmati, Shahrokh Ghaemmaghami:
Fast adversarial attacks to deep neural networks through gradual sparsification. Eng. Appl. Artif. Intell. 127(Part B): 107360 (2024)- [i2]Sajad Faramarzi, Farzan Haddadi, Sajjad Amini, Masoud Ahookhosh:
Matrix Completion via Nonsmooth Regularization of Fully Connected Neural Networks. CoRR abs/2403.10232 (2024) - [i1]Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr:
MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification. CoRR abs/2406.05927 (2024) - 2022
- [j7]Alireza Heshmati, Sajjad Amini, Shahrokh Ghaemmaghami, Farokh Marvasti:
Designing Low Coherent Measurement Matrix With Controlled Spectral Norm Via an Efficient Approximation of $\ell _\infty$-Norm. IEEE Signal Process. Lett. 29: 2243-2247 (2022) - [j6]Sajjad Amini, Mohammad Soltanian, Mostafa Sadeghi, Shahrokh Ghaemmaghami:
Non-Smooth Regularization: Improvement to Learning Framework Through Extrapolation. IEEE Trans. Signal Process. 70: 1213-1223 (2022) - [c6]Sajjad Amini, Shahrokh Ghaemmaghami:
Towards Robust Visual Transformer Networks via K-Sparse Attention. ICASSP 2022: 4053-4057 - 2020
- [j5]Mohammad Soltanian, Sajjad Amini, Shahrokh Ghaemmaghami:
Spatio-Temporal VLAD Encoding of Visual Events Using Temporal Ordering of the Mid-Level Deep Semantics. IEEE Trans. Multim. 22(7): 1769-1784 (2020) - [j4]Sajjad Amini, Shahrokh Ghaemmaghami:
Towards Improving Robustness of Deep Neural Networks to Adversarial Perturbations. IEEE Trans. Multim. 22(7): 1889-1903 (2020)
2010 – 2019
- 2019
- [j3]Sajjad Amini, Fabio Pasqualetti, Masoud Abbaszadeh, Hamed Mohsenian Rad:
Hierarchical Location Identification of Destabilizing Faults and Attacks in Power Systems: A Frequency-Domain Approach. IEEE Trans. Smart Grid 10(2): 2036-2045 (2019) - [j2]Sajjad Amini, Shahrokh Ghaemmaghami:
A New Framework to Train Autoencoders Through Non-Smooth Regularization. IEEE Trans. Signal Process. 67(7): 1860-1874 (2019) - 2018
- [j1]Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad:
Dynamic Load Altering Attacks Against Power System Stability: Attack Models and Protection Schemes. IEEE Trans. Smart Grid 9(4): 2862-2872 (2018) - [c5]Sajjad Amini, Shahrokh Ghaernmaghami:
Sparse Autoencoders Using Non-smooth Regularization. EUSIPCO 2018: 2000-2004 - 2017
- [b1]Sajjad Amini:
Smart Grid Cyber and Physical Security. University of California, Riverside, USA, 2017 - [c4]Mike Izbicki, Sajjad Amini, Christian R. Shelton, Hamed Mohsenian Rad:
Identification of destabilizing attacks in power systems. ACC 2017: 3424-3429 - 2015
- [c3]Sajjad Amini, Hamed Mohsenian Rad, Fabio Pasqualetti:
Dynamic load altering attacks in smart grid. ISGT 2015: 1-5 - [c2]Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad:
Detecting dynamic load altering attacks: A data-driven time-frequency analysis. SmartGridComm 2015: 503-508 - 2014
- [c1]Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten:
Outlier-aware dictionary learning for sparse representation. MLSP 2014: 1-6
Coauthor Index
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