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Gluing Neural Networks Symbolically Through Hyperdimensional Computing


May 31, 2022
Peter Sutor, Dehao Yuan, Douglas Summers-Stay, Cornelia Fermuller, Yiannis Aloimonos

* 10 pages, 3 figures, 6 tables, accepted to IJCNN 2022 / IEEE WCCI 2022 

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Representing Sets as Summed Semantic Vectors


Sep 24, 2018
Douglas Summers-Stay, Peter Sutor, Dandan Li

* In Biologically Inspired Cognitive Architectures 2018 

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A Computational Theory for Life-Long Learning of Semantics


Jul 22, 2018
Peter Sutor Jr., Douglas Summers-Stay, Yiannis Aloimonos

* Submitted and accepted to AGI 2018. Length 10 pages with 2 figures 

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Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph


Jul 11, 2017
Douglas Summers-Stay

* AGI 2017 

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Graphcut Texture Synthesis for Single-Image Superresolution


Jun 21, 2017
Douglas Summers-Stay

* NYU Master's Thesis from 2006 

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Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering


May 15, 2017
Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh


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Using a Distributional Semantic Vector Space with a Knowledge Base for Reasoning in Uncertain Conditions


Jun 13, 2016
Douglas Summers-Stay, Clare Voss, Taylor Cassidy

* Biologically Inspired Cognitive Architectures (2016), pp. 34-44 

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Yin and Yang: Balancing and Answering Binary Visual Questions


Apr 19, 2016
Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh


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