Shay Deutsch

4 papers · 2015–2023 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (1) AISTATS (1) CVPR (1) IJCAI (1)

Top co-authors

Stefano Soatto (3) Kyungnam Kim (1) Andrea Bertozzi (1) Yuri Owechko (1) Soheil Kolouri (1) Gerard Guy Medioni (1)

Research topics

Machine Learning (3) Core Methods (3) Deep Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Mathematics & Optimization (1) Mathematics (1) Optimization & Theory (1)

Keywords

semantic embedding (2) zero-shot learning (2) transfer learning (1) domain adaptation (1) manifold regularization (1) semantic representation (1) graph representation (1) network alignment (1) sylvester equation (1) betweenness centrality (1) graph regularization (1) graph spectral embedding (1) manifold alignment (1) graph wavelet (1) multiscale transform (1) representation learning (1) isoperimetric loss (1) manifold learning (1)

Papers

Graph Spectral Embedding using the Geodesic Betweenness Centrality AISTATS 2023 Zero Shot Learning with the Isoperimetric Loss AAAI 2020 Zero Shot Learning via Multi-Scale Manifold Regularization CVPR 2017 Intersecting Manifolds: Detection, Segmentation, and Labeling IJCAI 2015