Amin Ghiasi
Amin Ghiasi
Graduate Research Assistant, University of Maryland
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Adversarial Training for Free!
A Shafahi, M Najibi, A Ghiasi, Z Xu, J Dickerson, C Studer, LS Davis, ...
Advances in Neural Information Processing Systems (NeurIPS), 2019
Adversarially robust transfer learning
A Shafahi, P Saadatpanah, C Zhu, A Ghiasi, C Studer, D Jacobs, ...
arXiv preprint arXiv:1905.08232, 2019
Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates
A Ghiasi, A Shafahi, T Goldstein
arXiv preprint arXiv:2003.08937, 2020
Batch-wise Logit-Similarity: Generalizing Logit-Squeezing and Label-Smoothing
A Shafahi, A Ghiasi, M Najibi, F Huang, J Dickerson, T Goldstein
BMVC 2019, 2019
DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations
E Borgnia, J Geiping, V Cherepanova, L Fowl, A Gupta, A Ghiasi, ...
arXiv preprint arXiv:2103.02079, 2021
Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer
C Zhu, Z Xu, A Shafahi, M Shu, A Ghiasi, T Goldstein
arXiv preprint arXiv:2010.07334, 2020
On the Efficiency and Equilibria of Rich Ads.
MA Ghiasi, MT Hajiaghayi, S Lahaie, H Yami
IJCAI, 301-307, 2019
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