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Sajjad Amini
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Outlier-aware dictionary learning for sparse representation
S Amini, M Sadeghi, M Joneidi, M Babaie-Zadeh, C Jutten
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
182014
Towards Improving Robustness of Deep Neural Networks to Adversarial Perturbations
S Amini, S Ghaemmaghami
IEEE Transactions on Multimedia 22 (7), 1889 - 1903, 2020
172020
A new framework to train autoencoders through non-smooth regularization
S Amini, S Ghaemmaghami
IEEE Transactions on Signal Processing 67 (7), 1860-1874, 2019
132019
Lowering mutual coherence between receptive fields in convolutional neural networks
S Amini, S Ghaemmaghami
Electronics Letters 55 (6), 325-327, 2019
92019
Spatio-Temporal VLAD Encoding of Visual Events using Temporal Ordering of the Mid-Level Deep Semantics
M Soltanian, S Amini, S Ghaemmaghami
IEEE Transactions on Multimedia 22 (7), 1769 - 1784, 2019
82019
Sparse autoencoders using non-smooth regularization
S Amini, S Ghaernmaghami
2018 26th European Signal Processing Conference (EUSIPCO), 2000-2004, 2018
52018
Non-smooth regularization: Improvement to learning framework through extrapolation
S Amini, M Soltanian, M Sadeghi, S Ghaemmaghami
IEEE Transactions on Signal Processing 70, 1213-1223, 2022
42022
Towards Robust Visual Transformer Networks via K-Sparse Attention
S Amini, S Ghaemmaghami
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
12022
MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification
S Amini, M Teymoorianfard, S Ma, A Houmansadr
arXiv preprint arXiv:2406.05927, 2024
2024
Matrix Completion via Nonsmooth Regularization of Fully Connected Neural Networks
S Faramarzi, F Haddadi, S Amini, M Ahookhosh
arXiv preprint arXiv:2403.10232, 2024
2024
Fast adversarial attacks to deep neural networks through gradual sparsification
S Amini, A Heshmati, S Ghaemmaghami
Engineering Applications of Artificial Intelligence 127, 107360, 2024
2024
Designing Low Coherent Measurement Matrix With Controlled Spectral Norm Via an Efficient Approximation of -Norm
A Heshmati, S Amini, S Ghaemmaghami, F Marvasti
IEEE Signal Processing Letters 29, 2243-2247, 2022
2022
2020 Index IEEE Transactions on Multimedia Vol. 22
S Agethen, X Alameda-Pineda, S Amini, P An, F Angelini, O Arafa, ...
IEEE Transactions on Multimedia 22 (12), 2020
2020
2019 Index IEEE Transactions on Signal Processing Vol. 67
D Abbott, Y Abdoush, LD Abreu, P Abry, P Addabbo, A Adibi, H Aftab, ...
IEEE Transactions on Signal Processing 67 (24), 2019
2019
Index to Authors/Co-authors, 1991
BJ ABADI, MF ABBATE, DM ABBOTT, JR ABERNATHY, SN ABRAHAM, ...
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