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Dror Simon
Dror Simon
Computer Science Department, Technion
Adresă de e-mail confirmată pe cs.technion.ac.il - Pagina de pornire
Titlu
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Rethinking the CSC model for natural images
D Simon, M Elad
Advances in neural Information processing systems 32, 2019
962019
Barycenters of natural images constrained wasserstein barycenters for image morphing
D Simon, A Aberdam
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
312020
Learned greedy method (LGM): A novel neural architecture for sparse coding and beyond
R Khatib, D Simon, M Elad
Journal of Visual Communication and Image Representation 77, 103095, 2021
162021
Another step toward demystifying deep neural networks
M Elad, D Simon, A Aberdam
Proceedings of the National Academy of Sciences 117 (44), 27070-27072, 2020
132020
When and how can deep generative models be inverted?
A Aberdam, D Simon, M Elad
arXiv preprint arXiv:2006.15555, 2020
132020
Mmse approximation for sparse coding algorithms using stochastic resonance
D Simon, J Sulam, Y Romano, YM Lu, M Elad
IEEE Transactions on Signal Processing 67 (17), 4597-4610, 2019
122019
Auto-annotation quality prediction for semi-supervised learning with ensembles
D Simon, M Farber, R Goldenberg
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
32020
On the Inversion of Deep Generative Models
A Aberdam, D Simon, M Elad
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Articole 1–8