Shay Deutsch

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Spectral Embedding

Unsupervised Learning

Top Venues

Publications

Shay Deutsch, Lionel Yelibi, Alex Tong Lin, Arjun Ravi Kannan
MS-IMAP - A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning. CoRR (2024)
Shay Deutsch, Stefano Soatto
Graph Spectral Embedding using the Geodesic Betweenness Centrality. AISTATS (2023)
Shay Deutsch, Stefano Soatto
Graph Spectral Embedding using the Geodesic Betweeness Centrality. CoRR (2022)
Shay Deutsch, Stefano Soatto
Spectral Embedding of Graph Networks. CoRR (2020)
Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto
Zero Shot Learning with the Isoperimetric Loss. AAAI (2020)
Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto
Zero Shot Learning with the Isoperimetric Loss. CoRR (2019)
Shay Deutsch, Iacopo Masi, Stefano Soatto
Finding Structure in Point Cloud Data with the Robust Isoperimetric Loss. SSVM (2019)
Shay Deutsch, Antonio Ortega, Gérard G. Medioni
Robust Denoising of Piece-Wise Smooth Manifolds. ICASSP (2018)
Shay Deutsch, Gérard G. Medioni
Learning the Geometric Structure of Manifolds with Singularities Using the Tensor Voting Graph. J. Math. Imaging Vis. 57 (3) (2017)
Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto
Zero Shot Learning via Multi-scale Manifold Regularization. CVPR (2017)
Shay Deutsch, Antonio Ortega, Gérard G. Medioni
Manifold denoising based on spectral graph wavelets. ICASSP (2016)
Shay Deutsch, Antonio Ortega, Gérard G. Medioni
Graph-Based Manifold Frequency Analysis for Denoising. CoRR (2016)
Shay Deutsch, Gérard G. Medioni
Intersecting Manifolds: Detection, Segmentation, and Labeling. IJCAI (2015)
Shay Deutsch, Gérard G. Medioni
Unsupervised Learning Using the Tensor Voting Graph. SSVM (2015)
Amir Averbuch, Shai Dekel, Shay Deutsch
Adaptive Compressed Image Sensing Using Dictionaries. SIAM J. Imaging Sci. 5 (1) (2012)