Research

Deng, R.; Liu, Q.; Cui, C.; Yao, T.; Xiong, J.; Bao, S.; Li, H.; Yin, M.; Wang, Y.; Zhao, S.; Tang, Y.; Yang, H.; Huo, Y. “HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis.” Lecture Notes in Computer Science (including subseries Lecture Notes in… Read More

Kaur, H.; Heiser, C.N.; McKinley, E.T.; Ventura-Antunes, L.; Harris, C.R.; Roland, J.T.; Farrow, M.A.; Selden, H.J.; Pingry, E.L.; Moore, J.F.; Ehrlich, L.I.R.; Shrubsole, M.J.; Spraggins, J.M.; Coffey, R.J.; Lau, K.S.; Vandekar, S.N. “Consensus tissue domain detection in spatial omics data using multiplex image labeling with regional morphology… Read More

Li, H.; Oguz, B.; Arenas, G.; Yao, X.; Wang, J.; Pouch, A.; Byram, B.; Schwartz, N.; Oguz, I. “Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images.” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Volume… Read More

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.  Variable Speed Limits (VSL) are used worldwide to help manage… Read More

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.  In pre-Hispanic times, the Andean people built massive… Read More

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.  Code… Read More

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.    Measuring the similarity between different tasks is important for various machine learning problems,… Read More

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.  This study explores how to build a system that can recognize surgical gestures… Read More

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.  In high-field MRI, uneven magnetic fields (B0 inhomogeneities) can lead to poor image quality. A… Read More

Jennings, Justin; Wernke, Steven; Berquist, Stephen et al. “IMÁGENES AÉREAS SISTEMÁTICAS Y DOCUMENTACIÓN DEL SITIO ARQUEOLÓGICO DE HUARI: UNA ACTUALIZACIÓN Y PERSPECTIVAS PARA EL FUTURO” (… Read More