Mark V. Albert

35 papers A* 1B 1Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
LIME-LLM: Probing Models with Fluent Counterfactuals, Not Broken Text.
CoRR
George Mihaila, Suleyman Olcay Polat, Poli Nemkova, Himanshu Sharma, Namratha V. Urs, Mark V. Albert
2026 J jnl
Scaling down, Powering up: A Survey on the Advancements of Small Vision-Language Models.
Inf. Fusion
Sheikh Iftekhar Ahmed, Muhammad Zubair Hasan, Abrar Jahin Niloy, Syed Mostofa Monsur, Mark V. Albert
2025 — conf
A Multi-Agent System for Complex Reasoning in Radiology Visual Question Answering.
JCDL
Ziruo Yi, Jinyu Liu, Mark V. Albert, Ting Xiao
2025 J jnl
A Multi-Agent System for Complex Reasoning in Radiology Visual Question Answering.
CoRR
Ziruo Yi, Jinyu Liu, Ting Xiao, Mark V. Albert
2025 J jnl
A Multimodal Multi-Agent Framework for Radiology Report Generation.
CoRR
Ziruo Yi, Ting Xiao, Mark V. Albert
2025 J jnl
A Survey on Multimodal Large Language Models in Radiology for Report Generation and Visual Question Answering.
Inf.
Ziruo Yi, Ting Xiao, Mark V. Albert
2025 J jnl
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data.
CoRR
Poli Nemkova, Solomon Ubani, Mark V. Albert
2025 J jnl
Cross-Lingual Stability and Bias in Instruction-Tuned Language Models for Humanitarian NLP.
CoRR
Poli Nemkova, Amrit Adhikari, Matthew Pearson, Vamsi Krishna Sadu, Mark V. Albert
2025 — conf
Cross-site model development and validation of the Shriners Gait Index.
ICHI
Shou-Jen Wang, Thasina Tabashum, Joseph J. Krzak, Karen M. Kruger, Adam Graf, Ross S. Chafetz, Jon R. Davids, Anita Bagley, Susan E. Sienko, Jeremy P. Bauer, Mark V. Albert
2025 J jnl
Do Large Language Models Know Conflict? Investigating Parametric vs. Non-Parametric Knowledge of LLMs for Conflict Forecasting.
CoRR
Apollinaire Poli Nemkova, Sarath Chandra Lingareddy, Sagnik Ray Choudhury, Mark V. Albert
2025 J jnl
Synthetic Adaptive Guided Embeddings (SAGE): A Novel Knowledge Distillation Method.
CoRR
Suleyman Olcay Polat, Poli Nemkova, Mark V. Albert
2025 J jnl
Towards Automated Situation Awareness: A RAG-Based Framework for Peacebuilding Reports.
CoRR
Poli Nemkova, Suleyman Olcay Polat, Rafid Ishrak Jahan, Sagnik Ray Choudhury, Sun-Joo Lee, Shouryadipta Sarkar, Mark V. Albert
2024 — conf
Language Models for Fall Risk Assessment in Children With Cerebral Palsy Using Electronic Medical Records.
BHI
Thasina Tabashum, Shou-Jen Wang, Joseph J. Krzak, Karen M. Kruger, Adam Graf, Ross S. Chafetz, Jon R. Davids, Anita Bagley, Jason Woloff, Susan E. Sienko, Jeremy P. Bauer, Mark V. Albert
2024 A* conf
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation.
IJCAI
Riyad Bin Rafiq, Weishi Shi, Mark V. Albert
2024 J jnl
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation.
CoRR
Riyad Bin Rafiq, Weishi Shi, Mark V. Albert
2023 J jnl
A Low-Power Wireless System for Predicting Early Signs of Sudden Cardiac Arrest Incorporating an Optimized CNN Model Implemented on NVIDIA Jetson.
Sensors
Venkata Deepa Kota, Himanshu Sharma, Mark V. Albert, Ifana Mahbub, Gayatri Mehta, Kamesh Namuduri
2023 — conf
An LSTM-based Gesture-to-Speech Recognition System.
ICHI
Riyad Bin Rafiq, Syed Araib Karim, Mark V. Albert
2022 — conf
BAPO: A Large-Scale Multimodal Corpus for Ball Possession Prediction in American Football Games.
MIPR
Ziruo Yi, Eduardo Blanco, Heng Fan, Mark V. Albert
2022 — conf
Predicting GPU Performance and System Parameter Configuration Using Machine Learning.
ISVLSI
Zhuren Liu, Trevor Exley, Austin Meek, Rachel Yang, Hui Zhao, Mark V. Albert
2022 J jnl
Predicting UPDRS Motor Symptoms in Individuals With Parkinson's Disease From Force Plates Using Machine Learning.
IEEE J. Biomed. Health Informatics
Trevor Exley, Sarah Moudy, Rita M. Patterson, Joonghyun Kim, Mark V. Albert
2022 J jnl
Unsupervised learning in images and audio to produce neural receptive fields: a primer and accessible notebook.
Artif. Intell. Rev.
Namratha Urs, Sahar Behpour, Angie Georgaras, Mark V. Albert
2021 — conf
A Collaborative and Adaptive Feedback System for Physical Exercises.
CIC
Ishan Ranasinghe, Chengping Yuan, Ram Dantu, Mark V. Albert
2021 J jnl
Automatic trend detection: Time-biased document clustering.
Knowl. Based Syst.
Sahar Behpour, Mohammadmahdi Mohammadi, Mark V. Albert, Zinat S. Alam, Lingling Wang, Ting Xiao
2021 B conf
Cyber-Physiotherapy: Rehabilitation to Training.
IM
Ishan Ranasinghe, Ram Dantu, Mark V. Albert, Sam Watts, Ruben Ocana
2021 — conf
Design and Assessment of a Task-Driven Introductory Data Science Course Taught Concurrently in Multiple Languages: Python, R, and MATLAB.
ITiCSE (1)
Ting Xiao, Ronald I. Greenberg, Mark V. Albert
2021 J jnl
On-ramp to AI: lessons from the introductory AI course "Software Development for AI": conference tutorial.
J. Comput. Sci. Coll.
Ting Xiao, Mark V. Albert
2021 J jnl
Play with trained hierarchical reinforcement learning agents in two common games: conference tutorial.
J. Comput. Sci. Coll.
Chengping Yuan, Mark V. Albert, Daniel McGartland, Jakob Smith, Anthony Solorio
2020 — conf
Conversation Moderator: A Mobile App for Tracking Individual Speaking in Group Conversations.
ICSC
Ting Xiao, Thasina Tabashum, Bassam Metwally, Mark V. Albert, Albert Du, Rejoice Jebamalaidass, Marcos Leal, Edgard Oliviera
2020 — conf
Phantom Tumor Tracking in Dual-Energy Fluoroscopy using a Kalman Filter.
BIBM
Abolfazl Meyarian, Himan Namdari, Xiaohui Yuan, Mark V. Albert, John C. Roeske
2020 — conf
Validation Methods to Promote Real-world Applicability of Machine Learning in Medicine.
DMIP
Riyad Bin Rafiq, François Modave, Shion Guha, Mark V. Albert
2020 — conf
Wearable spasticity estimation and validation using machine learning.
BIBM
Shou-Jen Wang, Jeong-Ho Park, Hyung-Soon Park, Devak Nanda, Mark V. Albert
2016 J jnl
Bayesian Analysis of Perceived Eye Level.
Frontiers Comput. Neurosci.
Elaine E. Orendorff, Laurynas Kalesinskas, Robert T. Palumbo, Mark V. Albert
2012 J jnl
Saccadic gain adaptation is predicted by the statistics of natural fluctuations in oculomotor function.
Frontiers Comput. Neurosci.
Mark V. Albert, Nicolas Catz, Peter Thier, Konrad P. Körding
2008 J jnl
Innate Visual Learning through Spontaneous Activity Patterns.
PLoS Comput. Biol.
Mark V. Albert, Adam Schnabel, David J. Field
2005 J jnl
Tracing Problem Solving in Real Time: fMRI Analysis of the Subject-paced Tower of Hanoi.
J. Cogn. Neurosci.
John R. Anderson, Mark V. Albert, Jon M. Fincham