Diego Patiño

Department of Computer Science and Engineering
University of Texas - Arlington
Arlington, TX
I am an assistant professor in the Computer Science and Engineering department at the University of Texas - Arlington (UTA). Before my current appointment at UTA, I worked as a Postdoctoral Fellow in the Department of Electrical and Computer Engineering at Drexel University, working with Professor David K. Han. Before joining Drexel, I was a Post-Doctoral Researcher in the GRASP Laboratory at the University of Pennsylvania, working under the supervision of Professor Kostas Daniilidis. My research interests revolve around machine learning and geometric approaches to computer vision with applications in robotics. My research focuses on 3D vision, symmetry detection, 3D Reconstruction, graph neural networks, robot perception, and reinforcement learning.
I received my B.S., M.S., and Ph.D. degrees in Computer Engineering from the National University of Colombia, in 2010, 2012, and 2020 respectively. I was a visiting researcher at the University of Wisconsin-Madison and later at the University of Pennsylvania.
I am currently recruiting Ph.D. students to join my research group in geometric computer vision. This area includes topics such as 3D reconstruction, structure-from-motion, etc. If you’re interested, please email me with the subject line “future maverick” and include your CV, academic transcripts, and a short paragraph describing your research experience. Priority will be given to applicants with a master’s degree and prior publications. Emails without the specified subject may be missed due to filtering.
news
May 2025 | Our paper on creating a generative model for synthesizing realistic and diverse spectrograms of LTE, 5G, and radar signals within the CBRS band was accepted at MILCOM 2025. |
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Feb 2025 | Our multi-disciplinary paper on generating images with diffusion models to detect hazardous workplace environmnets was accepted at ASCE International Conference on Computing in Civil Engineering (i3CE). |
Dec 2024 | Our paper on “Enhancing Object Detection by Leveraging Large Language Models for Contextual Knowledge” is out at ICPR 2025. Check it out here. |
Apr 2024 | In Sept. 2024, I will start a position as an assistant professor in the Computer Science and Engineering Deparment at the University of Texas - Arlington. |
Oct 2023 | As of Nov. 2023, I will be a Postdoctoral Fellow in the Department of Electrical and Computer Engineering at Drexel University, working with professor David K. Han. |
Aug 2023 | I will be presenting my work “Learning to navigate in turbulent winds with Graph Neural Networks” at IROS 2023. If you are there, please come by. |
selected publications
- Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis ExtractionIEEE Access 2021