Sajjad Amini

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Dictionary Learning For Sparse

Load Forecasting

Sparsity Regularization

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Smart Grid

IEEE Trans. Multim.

Publications

Sajjad Amini, Alireza Heshmati, Shahrokh Ghaemmaghami
Fast adversarial attacks to deep neural networks through gradual sparsification. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr
MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification. CoRR (2024)
Sajad Faramarzi, Farzan Haddadi, Sajjad Amini, Masoud Ahookhosh
Matrix Completion via Nonsmooth Regularization of Fully Connected Neural Networks. CoRR (2024)
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 (2022)
Sajjad Amini, Shahrokh Ghaemmaghami
Towards Robust Visual Transformer Networks via K-Sparse Attention. ICASSP (2022)
Sajjad Amini, Mohammad Soltanian, Mostafa Sadeghi, Shahrokh Ghaemmaghami
Non-Smooth Regularization: Improvement to Learning Framework Through Extrapolation. IEEE Trans. Signal Process. 70 (2022)
Sajjad Amini, Shahrokh Ghaemmaghami
Towards Improving Robustness of Deep Neural Networks to Adversarial Perturbations. IEEE Trans. Multim. 22 (7) (2020)
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) (2020)
Sajjad Amini, Shahrokh Ghaemmaghami
A New Framework to Train Autoencoders Through Non-Smooth Regularization. IEEE Trans. Signal Process. 67 (7) (2019)
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) (2019)
Sajjad Amini, Shahrokh Ghaernmaghami
Sparse Autoencoders Using Non-smooth Regularization. EUSIPCO (2018)
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) (2018)
Mike Izbicki, Sajjad Amini, Christian R. Shelton, Hamed Mohsenian Rad
Identification of destabilizing attacks in power systems. ACC (2017)
Sajjad Amini, Hamed Mohsenian Rad, Fabio Pasqualetti
Dynamic load altering attacks in smart grid. ISGT (2015)
Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad
Detecting dynamic load altering attacks: A data-driven time-frequency analysis. SmartGridComm (2015)
Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten
Outlier-aware dictionary learning for sparse representation. MLSP (2014)