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Raja Giryes
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Meshcnn: a network with an edge
R Hanocka, A Hertz, N Fish, R Giryes, S Fleishman, D Cohen-Or
ACM Transactions on Graphics (TOG) 38 (4), 1-12, 2019
3842019
Delta-encoder: an effective sample synthesis method for few-shot object recognition
E Schwartz, L Karlinsky, J Shtok, S Harary, M Marder, A Kumar, R Feris, ...
Advances in neural information processing systems 31, 2018
2772018
Repmet: Representative-based metric learning for classification and few-shot object detection
L Karlinsky, J Shtok, S Harary, E Schwartz, A Aides, R Feris, R Giryes, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
2762019
Robust large margin deep neural networks
J Sokolić, R Giryes, G Sapiro, MRD Rodrigues
IEEE Transactions on Signal Processing 65 (16), 4265-4280, 2017
2572017
Autoencoders
D Bank, N Koenigstein, R Giryes
arXiv preprint arXiv:2003.05991, 2020
2302020
Deep neural networks with random Gaussian weights: A universal classification strategy?
R Giryes, G Sapiro, AM Bronstein
IEEE Transactions on Signal Processing 64 (13), 3444-3457, 2016
2092016
Improving dnn robustness to adversarial attacks using jacobian regularization
D Jakubovitz, R Giryes
Proceedings of the European Conference on Computer Vision (ECCV), 514-529, 2018
1632018
Deepisp: Toward learning an end-to-end image processing pipeline
E Schwartz, R Giryes, AM Bronstein
IEEE Transactions on Image Processing 28 (2), 912-923, 2018
1532018
Image restoration by iterative denoising and backward projections
T Tirer, R Giryes
IEEE Transactions on Image Processing 28 (3), 1220-1234, 2018
1402018
The projected GSURE for automatic parameter tuning in iterative shrinkage methods
R Giryes, M Elad, YC Eldar
Applied and Computational Harmonic Analysis 30 (3), 407-422, 2011
1402011
Mathematics of deep learning
R Vidal, J Bruna, R Giryes, S Soatto
arXiv preprint arXiv:1712.04741, 2017
1372017
Greedy-like algorithms for the cosparse analysis model
R Giryes, S Nam, M Elad, R Gribonval, ME Davies
Linear Algebra and its Applications 441, 22-60, 2014
1242014
Poisson inverse problems by the plug-and-play scheme
A Rond, R Giryes, M Elad
Journal of Visual Communication and Image Representation 41, 96-108, 2016
1192016
Sparsity based poisson denoising with dictionary learning
R Giryes, M Elad
IEEE Transactions on Image Processing 23, 2013
1132013
Point2mesh: A self-prior for deformable meshes
R Hanocka, G Metzer, R Giryes, D Cohen-Or
arXiv preprint arXiv:2005.11084, 2020
1112020
Learned convolutional sparse coding
H Sreter, R Giryes
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
862018
Laso: Label-set operations networks for multi-label few-shot learning
A Alfassy, L Karlinsky, A Aides, J Shtok, S Harary, R Feris, R Giryes, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
852019
Generalization error in deep learning
D Jakubovitz, R Giryes, MRD Rodrigues
Compressed sensing and its applications, 153-193, 2019
852019
Depth estimation from a single image using deep learned phase coded mask
H Haim, S Elmalem, R Giryes, AM Bronstein, E Marom
IEEE Transactions on Computational Imaging 4 (3), 298-310, 2018
832018
Uniq: Uniform noise injection for non-uniform quantization of neural networks
C Baskin, E Schwartz, E Zheltonozhskii, N Liss, R Giryes, AM Bronstein, ...
arXiv preprint arXiv:1804.10969, 2018
832018
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