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Eitan Borgnia
Eitan Borgnia
PhD Student UChicago
Geverifieerd e-mailadres voor uchicago.edu
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Cold diffusion: Inverting arbitrary image transforms without noise
A Bansal, E Borgnia, HM Chu, J Li, H Kazemi, F Huang, M Goldblum, ...
Advances in Neural Information Processing Systems 36, 2024
1482024
Strong data augmentation sanitizes poisoning and backdoor attacks without an accuracy tradeoff
E Borgnia, V Cherepanova, L Fowl, A Ghiasi, J Geiping, M Goldblum, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
1032021
Can you learn an algorithm? generalizing from easy to hard problems with recurrent networks
A Schwarzschild, E Borgnia, A Gupta, F Huang, U Vishkin, M Goldblum, ...
Advances in Neural Information Processing Systems 34, 6695-6706, 2021
532021
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
402021
What do vision transformers learn? a visual exploration
A Ghiasi, H Kazemi, E Borgnia, S Reich, M Shu, M Goldblum, AG Wilson, ...
arXiv preprint arXiv:2212.06727, 2022
362022
Modulation of MICAL monooxygenase activity by its calponin homology domain: structural and mechanistic insights
SS Alqassim, M Urquiza, E Borgnia, M Nagib, LM Amzel, MA Bianchet
Scientific reports 6 (1), 22176, 2016
302016
Canary in a coalmine: Better membership inference with ensembled adversarial queries
Y Wen, A Bansal, H Kazemi, E Borgnia, M Goldblum, J Geiping, ...
arXiv preprint arXiv:2210.10750, 2022
142022
Thinking Deeper With Recurrent Networks: Logical Extrapolation Without Overthinking
A Bansal, A Schwarzschild, E Borgnia, Z Emam, F Huang, M Goldblum, ...
12*2021
Where do models go wrong? parameter-space saliency maps for explainability
R Levin, M Shu, E Borgnia, F Huang, M Goldblum, T Goldstein
Advances in Neural Information Processing Systems 35, 15602-15615, 2022
82022
Datasets for studying generalization from easy to hard examples
A Schwarzschild, E Borgnia, A Gupta, A Bansal, Z Emam, F Huang, ...
arXiv preprint arXiv:2108.06011, 2021
52021
DP-InstaHide: Data Augmentations Provably Enhance Guarantees Against Dataset Manipulations
E Borgnia, J Geiping, V Cherepanova, LH Fowl, A Gupta, A Ghiasi, ...
2021
MICAL-1 calponim homology (CH) domain modulates the enzyme methionine-sulphoxide oxidase activity
MA Bianchet, S Alqassim, E Borgnia, M Nagib, M Urquiza, LM Amzel
66th Annual Meeting, 2016
2016
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Artikelen 1–12