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2020 – today
- 2024
[i5]Shay Deutsch, Lionel Yelibi, Alex Tong Lin, Arjun Ravi Kannan:
MS-IMAP - A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning. CoRR abs/2406.02778 (2024)- 2023
- [c8]Shay Deutsch, Stefano Soatto:
Graph Spectral Embedding using the Geodesic Betweenness Centrality. AISTATS 2023: 10505-10519 - 2022
- [i4]Shay Deutsch, Stefano Soatto:
Graph Spectral Embedding using the Geodesic Betweeness Centrality. CoRR abs/2205.03544 (2022) - 2020
- [c7]Shay Deutsch, Andrea L. Bertozzi
, Stefano Soatto:
Zero Shot Learning with the Isoperimetric Loss. AAAI 2020: 10704-10712 - [i3]Shay Deutsch, Stefano Soatto:
Spectral Embedding of Graph Networks. CoRR abs/2009.14441 (2020)
2010 – 2019
- 2019
- [c6]Shay Deutsch, Iacopo Masi, Stefano Soatto:
Finding Structure in Point Cloud Data with the Robust Isoperimetric Loss. SSVM 2019: 25-37 - [i2]Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto:
Zero Shot Learning with the Isoperimetric Loss. CoRR abs/1903.06781 (2019) - 2018
- [c5]Shay Deutsch, Antonio Ortega, Gérard G. Medioni:
Robust Denoising of Piece-Wise Smooth Manifolds. ICASSP 2018: 2786-2790 - 2017
- [j2]Shay Deutsch, Gérard G. Medioni:
Learning the Geometric Structure of Manifolds with Singularities Using the Tensor Voting Graph. J. Math. Imaging Vis. 57(3): 402-422 (2017) - [c4]Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto:
Zero Shot Learning via Multi-scale Manifold Regularization. CVPR 2017: 5292-5299 - 2016
- [c3]Shay Deutsch, Antonio Ortega, Gérard G. Medioni:
Manifold denoising based on spectral graph wavelets. ICASSP 2016: 4673-4677 - [i1]Shay Deutsch, Antonio Ortega, Gérard G. Medioni:
Graph-Based Manifold Frequency Analysis for Denoising. CoRR abs/1611.09510 (2016) - 2015
- [c2]Shay Deutsch, Gérard G. Medioni:
Intersecting Manifolds: Detection, Segmentation, and Labeling. IJCAI 2015: 3445-3452 - [c1]Shay Deutsch, Gérard G. Medioni:
Unsupervised Learning Using the Tensor Voting Graph. SSVM 2015: 282-293 - 2012
- [j1]Amir Averbuch, Shai Dekel, Shay Deutsch:
Adaptive Compressed Image Sensing Using Dictionaries. SIAM J. Imaging Sci. 5(1): 57-89 (2012)
Coauthor Index
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