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Books and Theses
- 2013
[b1]Douglas Summers-Stay:
Productive Vision: Methods for Automatic Image Comprehension. University of Maryland, College Park, MD, USA, 2013
Journal Articles
- 2020
- [j6]Dandan Li
, Douglas Summers-Stay:
Dual embeddings and metrics for word and relational similarity. Ann. Math. Artif. Intell. 88(5-6): 533-547 (2020) - [j5]Anton Mitrokhin, Peter Sutor Jr., Douglas Summers-Stay, Cornelia Fermüller, Yiannis Aloimonos:
Symbolic Representation and Learning With Hyperdimensional Computing. Frontiers Robotics AI 7: 63 (2020) - [j4]Douglas Summers-Stay:
A Vector Simplex Model of Concepts. FLAP 7(5): 707-724 (2020) - 2019
- [j3]Dandan Li, Douglas Summers-Stay:
Mapping Distributional Semantics to Property Norms with Deep Neural Networks. Big Data Cogn. Comput. 3(2): 30 (2019) - [j2]Yash Goyal, Tejas Khot, Aishwarya Agrawal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. Int. J. Comput. Vis. 127(4): 398-414 (2019) - 2017
- [j1]Peratham Wiriyathammabhum, Douglas Summers-Stay, Cornelia Fermüller, Yiannis Aloimonos:
Computer Vision and Natural Language Processing: Recent Approaches in Multimedia and Robotics. ACM Comput. Surv. 49(4): 71:1-71:44 (2017)
Conference and Workshop Papers
- 2022
- [c18]Peter Sutor Jr., Dehao Yuan, Douglas Summers-Stay, Cornelia Fermüller, Yiannis Aloimonos:
Gluing Neural Networks Symbolically Through Hyperdimensional Computing. IJCNN 2022: 1-10 - [c17]Claire Bonial, Austin Blodgett, Taylor Hudson, Stephanie M. Lukin, Jeffrey Micher, Douglas Summers-Stay, Peter Sutor Jr., Clare R. Voss:
The Search for Agreement on Logical Fallacy Annotation of an Infodemic. LREC 2022: 4430-4438 - 2019
- [c16]Douglas Summers-Stay:
Propositional Deductive Inference by Semantic Vectors. IntelliSys (1) 2019: 810-820 - [c15]Peter Sutor Jr., Yiannis Aloimonos, Cornelia Fermüller, Douglas Summers-Stay:
Metaconcepts: Isolating Context in Word Embeddings. MIPR 2019: 544-549 - 2018
- [c14]Peter Sutor Jr., Douglas Summers-Stay, Yiannis Aloimonos:
A Computational Theory for Life-Long Learning of Semantics. AGI 2018: 217-226 - [c13]Adrienne Raglin, Andre V. Harrison, Douglas Summers-Stay:
Fused Reasoning Under Uncertainty for Soldier Centric Human-Agent Decision Making. SSIAI 2018: 1-4 - 2017
- [c12]Douglas Summers-Stay:
Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph. AGI 2017: 112-122 - [c11]Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. CVPR 2017: 6325-6334 - [c10]Gopalakrishnan Krishnasamy Sivaprakasam, Adrienne Raglin, Douglas Summers-Stay, Giora Slutzki:
Secrecy-Preserving Reasoning and Query Answering in Probabilistic Description Logic Knowledge Bases. GCAI 2017: 188-201 - [c9]Dandan Li, Douglas Summers-Stay:
Dual Embeddings and Metrics for Relational Similarity. IWCS(2) 2017 - 2016
- [c8]Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Yin and Yang: Balancing and Answering Binary Visual Questions. CVPR 2016: 5014-5022 - [c7]Elizabeth K. Bowman, Barbara D. Broome, V. Melissa Holland, Douglas Summers-Stay, Raghuveer M. Rao, John Duselis, Jonathan Howe, Bhopinder K. Madahar, Anne-Claire Boury-Brisset, Bruce Forrester, Peter Kwantes, Gertjan Burghouts, Jasper van Huis, Adem Yasar Mülayim:
Complex event processing for content-based text, image, and video retrieval. ICMCIS 2016: 1-6 - 2015
- [c6]Taylor Cassidy, Clare R. Voss, Douglas Summers-Stay:
Turn-Taking in Commander-Robot Navigator Dialog. AAAI Spring Symposia 2015 - [c5]Taylor Cassidy, Clare R. Voss, Douglas Summers-Stay:
Turn-Taking in Commander-Robot Navigator Dialog (Video Abstract). AAAI Spring Symposia 2015 - 2014
- [c4]Douglas Summers-Stay, Taylor Cassidy, Clare R. Voss:
Joint Navigation in Commander/Robot Teams: Dialog & Task Performance When Vision is Bandwidth-Limited. VL@COLING 2014: 9-16 - [c3]Clare R. Voss, Taylor Cassidy, Douglas Summers-Stay:
Collaborative Exploration in Human-Robot Teams: What's in their Corpora of Dialog, Video, & LIDAR Messages? DM@EACL 2014: 43-47 - 2012
- [c2]Douglas Summers-Stay, Ching Lik Teo, Yezhou Yang, Cornelia Fermüller, Yiannis Aloimonos:
Using a minimal action grammar for activity understanding in the real world. IROS 2012: 4104-4111 - 2010
- [c1]Douglas Summers-Stay, Yiannis Aloimonos:
Learning to Recognize Objects in Images Using Anisotropic Nonparametric Kernels. BICA 2010: 163-168
Parts in Books or Collections
- 2017
- [p1]Douglas Summers-Stay:
Semantic Vector Spaces for Broadening Consideration of Consequences. Autonomy and Artificial Intelligence 2017: 227-243
Informal and Other Publications
- 2023
- [i10]Ahad Shams, Douglas Summers-Stay, Vsevolod Metelsky, Arpan Tripathi, Karan Malhotra:
Towards a Holodeck-style Simulation Game. CoRR abs/2308.13548 (2023) - 2022
- [i9]Peter Sutor Jr., Dehao Yuan, Douglas Summers-Stay, Cornelia Fermüller, Yiannis Aloimonos:
Gluing Neural Networks Symbolically Through Hyperdimensional Computing. CoRR abs/2205.15534 (2022) - 2018
- [i8]Douglas Summers-Stay:
Semantic Vector Spaces for Broadening Consideration of Consequences. CoRR abs/1802.08554 (2018) - [i7]Peter Sutor Jr., Douglas Summers-Stay, Yiannis Aloimonos:
A Computational Theory for Life-Long Learning of Semantics. CoRR abs/1806.10755 (2018) - [i6]Douglas Summers-Stay, Peter Sutor Jr., Dandan Li:
Representing Sets as Summed Semantic Vectors. CoRR abs/1809.08823 (2018) - 2017
- [i5]Douglas Summers-Stay:
Graphcut Texture Synthesis for Single-Image Superresolution. CoRR abs/1706.06942 (2017) - [i4]Douglas Summers-Stay:
Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph. CoRR abs/1707.03232 (2017) - 2016
- [i3]Douglas Summers-Stay, Clare R. Voss, Taylor Cassidy:
Using a Distributional Semantic Vector Space with a Knowledge Base for Reasoning in Uncertain Conditions. CoRR abs/1606.04000 (2016) - [i2]Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. CoRR abs/1612.00837 (2016) - 2015
- [i1]Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh:
Yin and Yang: Balancing and Answering Binary Visual Questions. CoRR abs/1511.05099 (2015)
Coauthor Index
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