Adaptive Foreground Extraction for Deep Fish Classification. - Nicole Seese; Andrew Myers; Kaleb E. Smith; Anthony O. Smith (CVAUI@ICPR, 2016)

Video Tracking with Probabilistic Cooccurrence Feature Extraction. - Kaleb E. Smith; Anthony O. Smith (ISVC (2), 2016)

Deep Convolutional-Shepard Interpolation Neural Networks for Image Classification Tasks. - Kaleb E. Smith; Phillip Williams; Tatsanee Chaiya; Max Ble (ICIAR, 2018)

Time Series Classification with Shallow Learning Shepard Interpolation Neural Networks. - Kaleb E. Smith; Phillip Williams (ICISP, 2018)

Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification. - Kaleb E. Smith; Phillip Williams; Kaylen J. Bryan; Mitchell Solomon; Max Ble; Rana Haber (IJCNN, 2018)

Using visual programming robots to engage students in K-12 CS education: work in progress. - Jiang Li; Kaleb E. Smith (J. Comput. Sci. Coll., 2018)

A Shallow Learning - Reduced Data Approach for Image Classification. - Kaleb E. Smith; Phillip Williams (Canadian AI, 2019)

Conditional GAN for timeseries generation. - Kaleb E. Smith; Anthony O. Smith (CoRR, 2020)

A Spectral Enabled GAN for Time Series Data Generation. - Kaleb E. Smith; Anthony O. Smith (CoRR, 2021)

Building an AI-ready RSE Workforce. - Ying Zhang; Matthew A. Gitzendanner; Dan S. Maxwell; Justin W. Richardson; Kaleb E. Smith; Eric A. Stubbs; Brian J. Stucky; Jingchao Zhang; Erik Deumens (CoRR, 2021)

Space-Based Mapping of Mangrove Canopy Height with Multi-Sensor Observations and Deep Learning Techniques. - Boya Zhang; Kaleb E. Smith; Shimon Wdowinski; Chaohao Lin; Daniel Gann; Selena Chavez; Jingchao Zhang (IGARSS, 2022)

GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records. - Xi Yang 015; Nima M. Pournejatian; Hoo Chang Shin; Kaleb E. Smith; Christopher Parisien; Colin Compas; Cheryl Martin 002; Mona G. Flores; Ying Zhang; Tanja Magoc; Christopher A. Harle; Gloria P. Lipori; et al. (CoRR, 2022)

Machine Learning Methods Applied to Cortico-Cortical Evoked Potentials Aid in Localizing Seizure Onset Zones. - Ian G. Malone; Kaleb E. Smith; Morgan E. Urdaneta; Tyler S. Davis; Daria Nesterovich Anderson; Brian J. Phillip; John D. Rolston; Christopher R. Butson (CoRR, 2022)

A large language model for electronic health records. - Xi Yang 015; Aokun Chen; Nima M. Pournejatian; Hoo Chang Shin; Kaleb E. Smith; Christopher Parisien; Colin Compas; Cheryl Martin 002; Anthony B. Costa; Mona G. Flores; Ying Zhang; Tanja Magoc; et al. (npj Digit. Medicine, 2022)

On the Impact of Cross-Domain Data on German Language Models. - Amin Dada; Aokun Chen; Cheng Peng 009; Kaleb E. Smith; Ahmad Idrissi-Yaghir; Constantin Seibold; Jianning Li 002; Lars Heiliger; Christoph M. Friedrich; Daniel Truhn; Jan Egger; Jiang Bian 001; et al. (EMNLP (Findings), 2023)

On the Impact of Cross-Domain Data on German Language Models. - Amin Dada; Aokun Chen; Cheng Peng 009; Kaleb E. Smith; Ahmad Idrissi-Yaghir; Constantin Marc Seibold; Jianning Li 002; Lars Heiliger; Xi Yang 015; Christoph M. Friedrich; Daniel Truhn; Jan Egger; et al. (CoRR, 2023)

A study of generative large language model for medical research and healthcare. - Cheng Peng 009; Xi Yang 015; Aokun Chen; Kaleb E. Smith; Nima M. Pournejatian; Anthony B. Costa; Cheryl Martin 002; Mona G. Flores; Ying Zhang; Tanja Magoc; Gloria P. Lipori; Duane A. Mitchell; et al. (npj Digit. Medicine, 2023)

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. - Ahmad Idrissi-Yaghir; Amin Dada; Henning Schäfer; Kamyar Arzideh; Giulia Baldini 001; Jan Trienes; Max Hasin; Jeanette Bewersdorff; Cynthia S. Schmidt; Marie Bauer; Kaleb E. Smith; Jiang Bian 001; et al. (LREC/COLING, 2024)

Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning. - Cheng Peng 009; Zehao Yu 001; Kaleb E. Smith; Wei-Hsuan Lo-Ciganic; Jiang Bian 001; Yonghui Wu (CoRR, 2024)

CLUE: A Clinical Language Understanding Evaluation for LLMs. - Amin Dada; Marie Bauer; Amanda Butler Contreras; Osman Alperen Koras; Constantin Marc Seibold; Kaleb E. Smith; Jens Kleesiek (CoRR, 2024)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. - Qianqian Xie; Dong Li; Mengxi Xiao; Zihao Jiang 012; Ruoyu Xiang; Xiao Zhang; Zhengyu Chen; Yueru He; Weiguang Han; Yuzhe Yang 002; Shunian Chen; Yifei Zhang; et al. (CoRR, 2024)

A Fast AI Surrogate for Coastal Ocean Circulation Models. - Zelin Xu 001; Jie Ren; Yupu Zhang; Jose Maria Gonzalez Ondina; Maitane Olabarrieta; Tingsong Xiao; Wenchong He; Zibo Liu; Shigang Chen; Kaleb E. Smith; Zhe Jiang 001 (CoRR, 2024)

Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need. - Cheng Peng 009; Xi Yang 015; Aokun Chen; Zehao Yu 001; Kaleb E. Smith; Anthony B. Costa; Mona G. Flores; Jiang Bian 001; Yonghui Wu (J. Am. Medical Informatics Assoc., 2024)

Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction. - Cheng Peng 009; Xi Yang 015; Kaleb E. Smith; Zehao Yu 001; Aokun Chen; Jiang Bian 001; Yonghui Wu (J. Biomed. Informatics, 2024)

Space-Based Mapping of Pre- and Post-Hurricane Mangrove Canopy Heights Using Machine Learning with Multi-Sensor Observations. - Boya Zhang; Daniel Gann; Shimon Wdowinski; Chaohao Lin; Erin L. Hestir; Lukas Lamb-Wotton; Khandker Ishtiaq; Kaleb E. Smith; Yuepeng Li (Remote. Sens., 2024)

FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading. - Guojun Xiong; Zhiyang Deng; Keyi Wang; Yupeng Cao; Haohang Li; Yangyang Yu; Xueqing Peng; Mingquan Lin; Kaleb E. Smith; Xiao-Yang Liu; Jimin Huang; Sophia Ananiadou; et al. (ACL (Findings), 2025)

Accelerate Coastal Ocean Circulation Model with AI Surrogate. - Zelin Xu 001; Jie Ren; Yupu Zhang; Jose Maria Gonzalez Ondina; Maitane Olabarrieta; Tingsong Xiao; Wenchong He; Zibo Liu; Shigang Chen; Kaleb E. Smith; Zhe Jiang 001 (IPDPS, 2025)

MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters. - Amin Dada; Osman Alperen Koras; Marie Bauer; Amanda Butler Contreras; Kaleb E. Smith; Jens Kleesiek; Julian Friedrich (CoRR, 2025)

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation. - Xueqing Peng; Lingfei Qian; Yan Wang; Ruoyu Xiang; Yueru He; Yang Ren; Mingyang Jiang; Jeff Zhao; Huan He; Yi Han; Yun Feng; Yuechen Jiang; et al. (CoRR, 2025)