Adaptive Compressed Image Sensing Using Dictionaries. - Amir Averbuch; Shai Dekel; Shay Deutsch (SIAM J. Imaging Sci., 2012)

Intersecting Manifolds: Detection, Segmentation, and Labeling. - Shay Deutsch; Gérard G. Medioni (IJCAI, 2015)

Unsupervised Learning Using the Tensor Voting Graph. - Shay Deutsch; Gérard G. Medioni (SSVM, 2015)

Manifold denoising based on spectral graph wavelets. - Shay Deutsch; Antonio Ortega; Gérard G. Medioni (ICASSP, 2016)

Graph-Based Manifold Frequency Analysis for Denoising. - Shay Deutsch; Antonio Ortega; Gérard G. Medioni (CoRR, 2016)

Zero Shot Learning via Multi-scale Manifold Regularization. - Shay Deutsch; Soheil Kolouri; Kyungnam Kim; Yuri Owechko; Stefano Soatto (CVPR, 2017)

Learning the Geometric Structure of Manifolds with Singularities Using the Tensor Voting Graph. - Shay Deutsch; Gérard G. Medioni (J. Math. Imaging Vis., 2017)

Robust Denoising of Piece-Wise Smooth Manifolds. - Shay Deutsch; Antonio Ortega; Gérard G. Medioni (ICASSP, 2018)

Finding Structure in Point Cloud Data with the Robust Isoperimetric Loss. - Shay Deutsch; Iacopo Masi; Stefano Soatto (SSVM, 2019)

Zero Shot Learning with the Isoperimetric Loss. - Shay Deutsch; Andrea L. Bertozzi; Stefano Soatto (AAAI, 2020)

Spectral Embedding of Graph Networks. - Shay Deutsch; Stefano Soatto (CoRR, 2020)

Graph Spectral Embedding using the Geodesic Betweeness Centrality. - Shay Deutsch; Stefano Soatto (CoRR, 2022)

Graph Spectral Embedding using the Geodesic Betweenness Centrality. - Shay Deutsch; Stefano Soatto (AISTATS, 2023)

MS-IMAP - A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning. - Shay Deutsch; Lionel Yelibi; Alex Tong Lin; Arjun Ravi Kannan (CoRR, 2024)