Vardan Papyan

Vardan Papyan

University of Toronto - Toronto / Canada
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 662641
person_outline Vardan Papyan's MOST POPULAR ARTICLES
1-) Prevalence of neural collapse during the terminal phase of deep learning trainingV Papyan, XY Han, DL DonohoProceedings of the National Academy of Sciences 117 (40), 24652-24663, 20203072020
2-) Convolutional neural networks analyzed via convolutional sparse codingV Papyan, Y Romano, M EladThe Journal of Machine Learning Research 18 (1), 2887-2938, 20173062017
3-) Multi-scale patch-based image restorationV Papyan, M EladIEEE Transactions on image processing 25 (1), 249-261, 20152712015
4-) Neural proximal gradient descent for compressive imagingM Mardani, Q Sun, D Donoho, V Papyan, H Monajemi, S Vasanawala, ...Advances in Neural Information Processing Systems 31, 2018233*2018
5-) Convolutional dictionary learning via local processingV Papyan, Y Romano, J Sulam, M EladProceedings of the IEEE International Conference on Computer Vision, 5296-5304, 20171682017