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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
projects
Entity-Based Scene Understanding
This thesis focuses on the task of entity-based scene understanding: automatically identifying the entities in a visual scene as described by multiple captions.
From Route Instructions to Landmark Graphs
This projects sought to bridge the gap between mapping technologies and people’s mental maps by automatically constructing graphical representations of landmarks and how they relate in space from natural language route instructions.
Health Knowledge Graph Extraction (HERON)
The project sought to formalize unstructured information: transforming text into knowledge graphs.
Characterizing Lung Function Change
In this project, we investigated methods for characterizing changes in lung function in COPD patients.
Ulterior
This goal of this project was to investigate and develop approaches to thwart information extraction capabilities.
publications
Narrative Fragment Creation: An Approach for Learning Narrative Knowledge
Published in Advances in Cognitive Systems (ACS), 1900
Recommended citation: Cervantes, C. & Fu, W. (2013). "Narrative Fragment Creation: An Approach for Learning Narrative Knowledge" Advances in Cognitive Systems. /files/2013_cervantes_narrative.pdf
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models
Published in International Conference on Computer Vision (ICCV), 1900
Recommended citation: Plummer, B., Wang, L., Cervantes, C., Caicedo, J., Hockenmaier, J., Lazebnik, S. (2015). "Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models" International Conference on Computer Vision. /files/2015_plummer_flickr30k.pdf
Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues
Published in International Conference on Computer Vision (ICCV), 1900
Recommended citation: Plummer, B., Mallya, A., Cervantes, C., Hockenmaier, J., Lazebnik, S. (2017). "Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues" International Conference on Computer Vision. /files/2017_plummer_phrase.pdf
Entity-Based Scene Understanding
Published in University of Illinois at Urbana-Champaign (UIUC) Master's Thesis, 1900
Recommended citation: Cervantes, C. (2018). "Entity-Based Scene Understanding" Master's thesis. University of Illinois at Urbana-Champaign (UIUC) /files/2018_cervantes_entity.pdf
From Route Instructions to Landmark Graphs
Published in arXiv preprint, 1900
Recommended citation: Cervantes, C. (2020). "From Route Instructions to Landmark Graphs" arXiv preprint. /files/2020_cervantes_landmark.pdf
On characterizing the sensitivity of lung computed tomography biomarkers to registration error
Published in Medical Imaging 2022: Image Processing, 1900
Recommended citation: Hingorani, R., Brown, N., Cervantes, C., Brown, R., Gearhart, A. (2022). "On characterizing the sensitivity of lung computed tomography biomarkers to registration error" SPIE Medical Imaging 2022: Image Processing.
Toward Robust Characterization of Lung Diseases: A Sensitivity Analysis of Lung Computed Tomography Biomarkers to Registration Error
Published in Johns Hopkins Applied Physics Laboratory (JHU/APL) Technical Digest, 1900
Recommended citation: Hingorani, R., Brown, N., Cervantes, C., Brown, R., Gearhart, A. (2022). "Toward Robust Characterization of Lung Diseases: A Sensitivity Analysis of Lung Computed Tomography Biomarkers to Registration Error" Johns Hopkins Applied Physics Laboratory Technical Digest. /files/2022_hingorani_toward.pdf
Estimating Rate of Lung Function Change Using Clinical Spirometry Data (Abstract)
Published in New Treatments and Novel Targets for COPD and Alpha-1. American Thoracic Society., 1900
Recommended citation: Balasubramanian, A., et al. (2023). "Estimating Rate of Lung Function Change Using Clinical Spirometry Data." B22. New Treatments and Novel Targets for COPD and Alpha-1. American Thoracic Society. /files/2023_balasubramanian_estimating.pdf
Domain Knowledge Elicitation for Data Curation to Promote Trustworthiness in Artificial Intelligence
Published in International Conference on Assured Autonomy (ICAA), 1900
Recommended citation: M.V. Clemens-Sewall, E. Rafkin, & C. Cervantes. 2024. Domain Knowledge Elicitation for Data Curation to Promote Trustworthiness in Artificial Intelligence. International Conference on Assured Autonomy (ICAA) /files/2024_clemens_domain.pdf
Estimating Rate of Lung Function Change Using Clinical Spirometry Data
Published in BMJ Open Respiratory Research, 1900
Recommended citation: A. Balasubramanian, C. Cervantes, A. Gearhart, N. Putcha, A. Fawzy, M. McCormack, A. Singh, R. Wise, & N. Hansel. 2024. Estimating Rate of Lung Function Change Using Clinical Spirometry Data. BMJ Open Respiratory Research. /files/2024_cervantes_estimating.pdf