Research
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MARVEL: Bringing Multi-Agent Reinforcement-Learning Based Variable Speed Limit Controllers Closer to Deployment
Zhang, Y.; Quinones-Grueiro, M.; Zhang, Z.; Wang, Y.; Barbour, W.; Biswas, G.; Work, D. “MARVEL: Bringing Multi-Agent Reinforcement-Learning Based Variable Speed Limit Controllers Closer to Deployment.” IEEE Access, 2024, DOI: 10.1109/ACCESS.2024.3489474.聽 Variable Speed Limits (VSL) are used worldwide to help manage… Read MoreNovember 21, 2024
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Semantic Segmentation and Classification of Active and Abandoned Agricultural Fields through Deep Learning in the Southern Peruvian Andes
Zimmer-Dauphinee, J.; Wernke, S.A. “Semantic Segmentation and Classification of Active and Abandoned Agricultural Fields through Deep Learning in the Southern Peruvian Andes.” Remote Sensing, Volume 16, Issue 19, 2024, Article 3546, DOI: 10.3390/rs16193546.聽 In pre-Hispanic times, the Andean people built massive… Read MoreNovember 21, 2024
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A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization
Karas, Z.; Bansal, A.; Zhang, Y.; Li, T.; Mcmillan, C.; Huang, Y. “A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization.” ACM Transactions on Software Engineering and Methodology, Volume 33, Issue 7, 2024, Article 193, DOI: 10.1145/3664808.聽 Code… Read MoreNovember 21, 2024
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Wasserstein task embedding for measuring task similarities
Liu, X.; Bai, Y.; Lu, Y.; Soltoggio, A.; Kolouri, S. “Wasserstein task embedding for measuring task similarities.” Neural Networks, Volume 181, 2025, Article 106796, DOI: 10.1016/j.neunet.2024.106796.聽 聽 Measuring the similarity between different tasks is important for various machine learning problems,… Read MoreNovember 21, 2024
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Zero-shot prompt-based video encoder for surgical gesture recognition
Rao, M.; Qin, Y.; Kolouri, S.; Wu, J.Y.; Moyer, D. “Zero-shot prompt-based video encoder for surgical gesture recognition.” International Journal of Computer Assisted Radiology and Surgery, 2024, DOI: 10.1007/s11548-024-03257-1.聽 This study explores how to build a system that can recognize surgical gestures… Read MoreNovember 21, 2024
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Radiofrequency-transparent local B0 shimming coils using float traps
Liu, C.; Liang, H.; Lu, M.; Gore, J.C.; Sengupta, S.; Yan, X. “Radiofrequency-transparent local B0 shimming coils using float traps.” Magnetic Resonance in Medicine, 2024, DOI: 10.1002/mrm.30361.聽 In high-field MRI, uneven magnetic fields (B0 inhomogeneities) can lead to poor image quality. A… Read MoreNovember 21, 2024
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Systematic Aerial Imaging and Documentation of the Archaeological Site of Huari: An Update and Perspectives for the Future
Jennings, Justin; Wernke, Steven; Berquist, Stephen et al. “IM脕GENES A脡REAS SISTEM脕TICAS Y DOCUMENTACI脫N DEL SITIO ARQUEOL脫GICO DE HUARI: UNA ACTUALIZACI脫N Y PERSPECTIVAS PARA EL FUTURO” (… Read MoreNovember 21, 2024
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Impact of Extreme Weather Events on Health Outcomes of Nursing Home Residents Receiving Post-Acute Care and Long-Term Care: A Scoping Review
Gad, Laila, Keenan, Olivia J., Ancker, Jessica S., Unruh, Mark Aaron, Jung, Hye-Young, Demetres, Michelle R., & Ghosh, Arnab K. (2024). Impact of extreme weather events on health outcomes of nursing home residents receiving post-acute care and long-term care: A scoping review. Journal of the American Medical Directors Association, 25(11),… Read MoreSeptember 22, 2024
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Identification and multimodal characterization of a specialized epithelial cell type associated with Crohn鈥檚 disease
Li, Jia, Simmons, Alan J., Hawkins, Caroline V., Chiron, Sophie, Ramirez-Solano, Marisol A., Tasneem, Naila, Kaur, Harsimran, Xu, Yanwen, Revetta, Frank, Vega, Paige N., Bao, Shunxing, Cui, Can, Tyree, Regina N., Raber, Larry W., Conner, Anna N., Pilat, Jennifer M., Jacobse, Justin, McNamara, Kara M., Allaman, Margaret M., Raffa, Gabriella… Read MoreSeptember 22, 2024
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Integration of estimated regional gene expression with neuroimaging and clinical phenotypes at biobank scale
Hoang, Nhung, Sardaripour, Neda, Ramey, Grace D., Schilling, Kurt, Liao, Emily, Chen, Yiting, Park, Jee Hyun, Bledsoe, Xavier, Landman, Bennett A., Gamazon, Eric R., Benton, Mary Lauren, & Capra, John A., Rubinov, Mikail.聽(2024). Integration of estimated regional gene expression with neuroimaging and clinical phenotypes at biobank… Read MoreSeptember 22, 2024