Shay Deutsch

16 papers A* 3A 1Misc 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MS-IMAP - A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning.
Trans. Mach. Learn. Res.
Shay Deutsch, Lionel Yelibi, Alex Tong Lin, Arjun Ravi Kannan
2024 J jnl
MS-IMAP - A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning.
CoRR
Shay Deutsch, Lionel Yelibi, Alex Tong Lin, Arjun Ravi Kannan
2023 A conf
Graph Spectral Embedding using the Geodesic Betweenness Centrality.
AISTATS
Shay Deutsch, Stefano Soatto
2022 J jnl
Graph Spectral Embedding using the Geodesic Betweeness Centrality.
CoRR
Shay Deutsch, Stefano Soatto
2020 J jnl
Spectral Embedding of Graph Networks.
CoRR
Shay Deutsch, Stefano Soatto
2020 A* conf
Zero Shot Learning with the Isoperimetric Loss.
AAAI
Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto
2019 — conf
Finding Structure in Point Cloud Data with the Robust Isoperimetric Loss.
SSVM
Shay Deutsch, Iacopo Masi, Stefano Soatto
2019 J jnl
Zero Shot Learning with the Isoperimetric Loss.
CoRR
Shay Deutsch, Andrea L. Bertozzi, Stefano Soatto
2018 Misc conf
Robust Denoising of Piece-Wise Smooth Manifolds.
ICASSP
Shay Deutsch, Antonio Ortega, Gérard G. Medioni
2017 J jnl
Learning the Geometric Structure of Manifolds with Singularities Using the Tensor Voting Graph.
J. Math. Imaging Vis.
Shay Deutsch, Gérard G. Medioni
2017 A* conf
Zero Shot Learning via Multi-scale Manifold Regularization.
CVPR
Shay Deutsch, Soheil Kolouri, Kyungnam Kim, Yuri Owechko, Stefano Soatto
2016 J jnl
Graph-Based Manifold Frequency Analysis for Denoising.
CoRR
Shay Deutsch, Antonio Ortega, Gérard G. Medioni
2016 Misc conf
Manifold denoising based on spectral graph wavelets.
ICASSP
Shay Deutsch, Antonio Ortega, Gérard G. Medioni
2015 A* conf
Intersecting Manifolds: Detection, Segmentation, and Labeling.
IJCAI
Shay Deutsch, Gérard G. Medioni
2015 — conf
Unsupervised Learning Using the Tensor Voting Graph.
SSVM
Shay Deutsch, Gérard G. Medioni
2012 J jnl
Adaptive Compressed Image Sensing Using Dictionaries.
SIAM J. Imaging Sci.
Amir Averbuch, Shai Dekel, Shay Deutsch