392 citations · 654 across the 10 of their papers we have counts for
12 papers
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report
Michael L. Littman, Ifeoma Ajunwa, Guy Berger +14
In September 2021, the "One Hundred Year Study on Artificial Intelligence" project (AI100) issued the second report of its planned long-term periodic assessment of artificial intel…
Revisiting Visual Grounding
Erik Conser, Kennedy Hahn, Chandler M. Watson +1
We revisit a particular visual grounding method: the "Image Retrieval Using Scene Graphs" (IRSG) system of Johnson et al. (2015). Our experiments indicate that the system does not…
An interview based study of pioneering experiences in teaching and learning Complex Systems in Higher Education
Joseph T. Lizier, Michael S. Harré, Melanie Mitchell +5
Due to the interdisciplinary nature of complex systems as a field, students studying complex systems at University level have diverse disciplinary backgrounds. This brings challeng…
Semantic Image Retrieval via Active Grounding of Visual Situations
Max H. Quinn, Erik Conser, Jordan M. Witte +1
We describe a novel architecture for semantic image retrieval---in particular, retrieval of instances of visual situations. Visual situations are concepts such as "a boxing match,"…
Sparse Coding on Stereo Video for Object Detection
Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon
Deep Convolutional Neural Networks (DCNN) require millions of labeled training examples for image classification and object detection tasks, which restrict these models to domains…
Gaussian Processes with Context-Supported Priors for Active Object Localization
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell +1
We devise an algorithm using a Bayesian optimization framework in conjunction with contextual visual data for the efficient localization of objects in still images. Recent research…