MIDA-Lab
Greetings from MIDA Lab! We are a research lab at UTEP focusing on high-impact AI/ML research and education. Members of the lab are conducting amazing research and transforming the world by developing groundbreaking AI/ML methodologies that enable dependable, trustworthy, ethical, and efficient machine intelligence in the future. Join us to shape the future of AI.
Our Research
Trustworthy AI
Trustworthy AI aims to design and deploy transparent, robust, and privacy-preserving AI approaches and models. Our focused areas include generalizability evaluation, interpretable AI, and uncertainty quantification.
Robust and Safe AI
Robust and safe AI aims to develop AI models and systems that perform well in various conditions, including unexpected errors, attacks, and environmental changes.
Generative AI
Generative AI uses generative models to produce text, images, videos, or other forms of data. These models create new data by learning the underlying patterns and structures of the training dataset.
Large Language Models (LLMs)
We focus on developing multi-modal LLMs, causal discovery, and text classification.
MedAI
MedAI aims to develop and evaluate new AI methodologies to enable precision healthcare, including fully automated disease detection, histopathology image analysis, AI-enhanced physical rehabilitation, etc.
Materials Science-AI
Materials Science-AI aims to develop innovative AI methodologies for physics-informed modeling and accelerate critical materials characterization and development.