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ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization


Oct 07, 2020
Tzuf Paz-Argaman, Yuval Atzmon, Gal Chechik, Reut Tsarfaty

* 11 pages, Findings of EMNLP 2020 

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A causal view of compositional zero-shot recognition


Jun 25, 2020
Yuval Atzmon, Felix Kreuk, Uri Shalit, Gal Chechik


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Long-tail learning with attributes


Apr 11, 2020
Dvir Samuel, Yuval Atzmon, Gal Chechik


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Cooperative image captioning


Jul 26, 2019
Gilad Vered, Gal Oren, Yuval Atzmon, Gal Chechik


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Few-Shot Learning with Per-Sample Rich Supervision


Jun 10, 2019
Roman Visotsky, Yuval Atzmon, Gal Chechik

* Accepted to AGI 2019 (oral) 

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Domain-Aware Generalized Zero-Shot Learning


Dec 24, 2018
Yuval Atzmon, Gal Chechik


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Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning


Jul 07, 2018
Yuval Atzmon, Gal Chechik

* Accepted to the Conference on Uncertainty in Artificial Intelligence (UAI), 2018 

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Learning to generalize to new compositions in image understanding


Aug 27, 2016
Yuval Atzmon, Jonathan Berant, Vahid Kezami, Amir Globerson, Gal Chechik


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