Learning to Recognize Objects in Images Using Anisotropic Nonparametric Kernels. - Douglas Summers-Stay; Yiannis Aloimonos (BICA, 2010)

Using a minimal action grammar for activity understanding in the real world. - Douglas Summers-Stay; Ching Lik Teo; Yezhou Yang; Cornelia Fermüller; Yiannis Aloimonos (IROS, 2012)

Productive Vision: Methods for Automatic Image Comprehension. - Douglas Summers-Stay (2013)

Joint Navigation in Commander/Robot Teams: Dialog & Task Performance When Vision is Bandwidth-Limited. - Douglas Summers-Stay; Taylor Cassidy; Clare R. Voss (VL@COLING, 2014)

Collaborative Exploration in Human-Robot Teams: What's in their Corpora of Dialog, Video, & LIDAR Messages? - Clare R. Voss; Taylor Cassidy; Douglas Summers-Stay (DM@EACL, 2014)

Turn-Taking in Commander-Robot Navigator Dialog. - Taylor Cassidy; Clare R. Voss; Douglas Summers-Stay (AAAI Spring Symposia, 2015)

Turn-Taking in Commander-Robot Navigator Dialog (Video Abstract). - Taylor Cassidy; Clare R. Voss; Douglas Summers-Stay (AAAI Spring Symposia, 2015)

Yin and Yang: Balancing and Answering Binary Visual Questions. - Peng Zhang 023; Yash Goyal; Douglas Summers-Stay; Dhruv Batra; Devi Parikh (CVPR, 2016)

Complex event processing for content-based text, image, and video retrieval. - 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 J. Burghouts; et al. (ICMCIS, 2016)

Using a Distributional Semantic Vector Space with a Knowledge Base for Reasoning in Uncertain Conditions. - Douglas Summers-Stay; Clare R. Voss; Taylor Cassidy (CoRR, 2016)

Semantic Vector Spaces for Broadening Consideration of Consequences. - Douglas Summers-Stay (Autonomy and Artificial Intelligence, 2017)

Deductive and Analogical Reasoning on a Semantically Embedded Knowledge Graph. - Douglas Summers-Stay (AGI, 2017)

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. - Yash Goyal; Tejas Khot; Douglas Summers-Stay; Dhruv Batra; Devi Parikh (CVPR, 2017)

Secrecy-Preserving Reasoning and Query Answering in Probabilistic Description Logic Knowledge Bases. - Gopalakrishnan Krishnasamy Sivaprakasam; Adrienne Raglin; Douglas Summers-Stay; Giora Slutzki (GCAI, 2017)

Dual Embeddings and Metrics for Relational Similarity. - Dandan Li; Douglas Summers-Stay (IWCS(2), 2017)

Graphcut Texture Synthesis for Single-Image Superresolution. - Douglas Summers-Stay (CoRR, 2017)

Computer Vision and Natural Language Processing: Recent Approaches in Multimedia and Robotics. - Peratham Wiriyathammabhum; Douglas Summers-Stay; Cornelia Fermüller; Yiannis Aloimonos (ACM Comput. Surv., 2017)

A Computational Theory for Life-Long Learning of Semantics. - Peter Sutor Jr.; Douglas Summers-Stay; Yiannis Aloimonos (AGI, 2018)

Fused Reasoning Under Uncertainty for Soldier Centric Human-Agent Decision Making. - Adrienne Raglin; Andre V. Harrison; Douglas Summers-Stay (SSIAI, 2018)

Semantic Vector Spaces for Broadening Consideration of Consequences. - Douglas Summers-Stay (CoRR, 2018)

Representing Sets as Summed Semantic Vectors. - Douglas Summers-Stay; Peter Sutor Jr.; Dandan Li (CoRR, 2018)

Propositional Deductive Inference by Semantic Vectors. - Douglas Summers-Stay (IntelliSys (1), 2019)

Metaconcepts: Isolating Context in Word Embeddings. - Peter Sutor Jr.; Yiannis Aloimonos; Cornelia Fermüller; Douglas Summers-Stay (MIPR, 2019)

Mapping Distributional Semantics to Property Norms with Deep Neural Networks. - Dandan Li; Douglas Summers-Stay (Big Data Cogn. Comput., 2019)

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering. - Yash Goyal; Tejas Khot; Aishwarya Agrawal; Douglas Summers-Stay; Dhruv Batra; Devi Parikh (Int. J. Comput. Vis., 2019)

Dual embeddings and metrics for word and relational similarity. - Dandan Li; Douglas Summers-Stay (Ann. Math. Artif. Intell., 2020)

Symbolic Representation and Learning With Hyperdimensional Computing. - Anton Mitrokhin; Peter Sutor Jr.; Douglas Summers-Stay; Cornelia Fermüller; Yiannis Aloimonos (Frontiers Robotics AI, 2020)

A Vector Simplex Model of Concepts. - Douglas Summers-Stay (FLAP, 2020)

Semantically-guided acquisition of trustworthy data for information fusion. - Declan Millar; Dave Braines; Erik Blasch; Doug Summers-Stay; Iain Barclay (FUSION, 2021)

Gluing Neural Networks Symbolically Through Hyperdimensional Computing. - Peter Sutor Jr.; Dehao Yuan; Douglas Summers-Stay; Cornelia Fermüller; Yiannis Aloimonos (IJCNN, 2022)

The Search for Agreement on Logical Fallacy Annotation of an Infodemic. - Claire Bonial; Austin Blodgett; Taylor Hudson; Stephanie M. Lukin; Jeffrey Micher; Douglas Summers-Stay; Peter Sutor Jr.; Clare R. Voss (LREC, 2022)

Towards a Holodeck-style Simulation Game. - Ahad Shams; Douglas Summers-Stay; Vsevolod Metelsky; Arpan Tripathi; Karan Malhotra (CoRR, 2023)

Negative Nudging to Quantify the LLM Hallucination. - David Han 001; Adrienne Raglin; Doug Summers-Stay (HCI (56), 2025)