Follow the latest news from the University of Maryland Center for Machine Learning.
Their work will enhance how robots reason, plan and engage in complex, real-world scenarios.
see more ›Innovative work from Pratap Tokekar's Lab was honored at an IEEE robotics conference.
see more ›She will develop and test novel technologies and protocols to strengthen the ethical foundations of AI.
see more ›He will improve AI-based visual recognition models using one of the world's fastest supercomputers.
see more ›The technology can detect text generated by large language models at an almost 90% success rate.
see more ›The institute's data center is undergoing renovations to expand its physical footprint by 50%.
see more ›Duraiswami is examining how the unspoken words we form in our minds can be decoded.
see more ›The $666K award supports her work in advancing reliable and trustworthy AI for social good.
see more ›His research spans computer graphics, virtual reality, robotics and GPU computing.
see more ›Eight emerging scholars from underrepresented groups were selected to present their research.
see more ›The award provides significant run-time on supercomputers managed by the U.S. government.
see more ›He works at the intersection of machine learning and natural language to make AI more human-like.
see more ›The award funds innovative projects that push the boundaries of foundational models.
see more ›A self-described games enthusiast, Zhang is one of the center's newest members.
see more ›Shrivastava's dataset is advancing generative AI by teaching systems to recognize fruits and vegetables.
see more ›Li is the 2023 winner of IEEE Technical Committee on Cyber-Physical Systems' Outstanding Ph.D. Dissertation Award.
see more ›His research aims to improve predictive data science and scientific computing via intelligent computation.
see more ›Feizi, Goldstein, Huang and Manocha are developing and testing the reliablity of AI text-detectors.
see more ›He is advancing provable robustness to develop practical methods with theoretical guarantees.
see more ›Distinguished University Professor John Baras is a co-PI of the project 'Integrated Data-Driven and Model-Based Systems Engineering.'
see more ›John Dickerson, Furong Huang, and Pratap Tokekar are part of a new center that prioritizes values in AI.
see more ›His research has the potential to transform applications in security, health and robotics.
see more ›Manocha is leading efforts to develop ground and aerial autonomy related to human-machine teaming.
see more ›He was specifically noted for his significant contributions to the fields of algorithmic graph theory and algorithmic game theory.
see more ›Twenty-three papers were accepted to the main conference with 16 presented at affiliated workshops.
see more ›He was the first researcher to propose theoretically guaranteed algorithms for breaking backward locking in backpropagations.
see more ›She is being recongnized by MIT Technology Review Asia for making AI more trustworthy.
see more ›He recently received two separate $300K research awards from NSF and Meta.
see more ›The program is designed to support machine learning researchers from underrepresented groups.
see more ›Our researchers developed an advanced watermark that's impossible to remove without detection.
see more ›They participated in a prestigious 10-week undergraduate research program at UMD.
see more ›He plans to hire several new faculty, expand the center’s infrastructure, and establish a new postdoctoral research position.
see more ›Professor Michelle Girvan was named a Distinguished Scholar-Teacher by the University of Maryland.
see more ›A mix of faculty, postdocs and students presented 18 papers and 18 workshops in Baltimore.
see more ›They have both been promoted to associate professor with tenure.
see more ›Postdoc Troi Williams uses machine learning to improve sensors on drones.
see more ›The funding will support his work developing algorithms to advance teams of autonomous robots.
see more ›Aravind Srinivasan is developing algorthims to determine the most equitable vaccination sites.
see more ›She's leading the $1M project that's jointly supported by NSF and Amazon.
see more ›Her research focuses on multimodal interaction, physically-based animations and simulations, as well as algorithmic robotics.
see more ›Researchers’ algorithm could help increase global supply of a precious resource.
see more ›The half-a-million dollar grant will support his efforts to study both natural and adverserial threats.
see more ›She is the 10th UMD Faculty member to be honored.
see more ›The program was designed to support machine learning researchers from underrepresented groups.
see more ›VisiSonics has partnered with Andrea Systems to improve aviators' helmets with 3D audio.
see more ›The award is the Washington Academy of Science's highest honor.
see more ›Four Center for Machine Learning researchers will drive transformational advances in AI and autonomy.
see more ›He will operationalize and incorporate responsible AI practices and techniques into real-world systems.
see more ›The spatial audio expert will improve models and simulations of 2D and 3D audio technologies
see more ›His project investigates how computer memory can be used to represent knowledge.
see more ›The weekly talks will cover bias in AI, ML and theoretical computer science.
see more ›He was selected for his outstanding AI achievements including improving kidney exchange networks.
see more ›His metrics will also evlauate a defenses's scalability in deep neetworks and transferability across models.
see more ›The fiancial and technology leader is supporting the development of a system that identifies bank fraud.
see more ›The researchers will develop a theory of deep learning based on rigorous mathematical principles.
see more ›He is leading the $971K project that will be able to identify the origin and sophistication level of attacks.
see more ›These researchers have been selected to present their work at the Reinforcement Learning Seminar Series.
see more ›He is developing algorithms that can identify superspreaders and prioritize who to test and when.
see more ›The inagural director is intent on expanding the center's research, education and diversity.
see more ›Machine learning expert Aravind Srinivasan is leading the computational foundations research.
see more ›The expert in theoretical computer science was noted for his contributions to algorithmic graph theory, game theory and distributed computing.
see more ›The money supports research to improve the security of various artifical intelligence applications.
see more ›The students who nominated Dickerson for the award noted the great deal of respect he has for their ideas.
see more ›He has been recognized for his contributions to randomized algorithms & probabilistic methods with applications to network & computational science.
see more ›The funding supports his efforts to develop a comprehensive and fundamental understanding of modern generative models.
see more ›Election as an IEEE Fellow is recongnized by the technical community as a prestigious honor and important career achievement.
see more ›Her research combines theoretical and empirical approaches to understanding deep learning.
see more ›Watch how she applies classical ML algorithms to solve problems within deep neural networks.
see more ›Dieng is the second speaker selected to present her work as a Rising Star in Machine Learning.
see more ›Goel is one of three speakers chosen to present their work as a Rising Star in Machine Learning.
see more ›Researchers will train computers to figure out challenges in big data, finance and health care.
see more ›Three women have been selected to present their research at the Brendan Iribe Center.
see more ›He has been named a 2019 Fellow of the John Simon Guggenheim Memorial Foundation.
see more ›He will use the award to develop methods to improve existing market systems and enable new markets.
see more ›She has received two separate research awards from the NSF and J.P Morgan to study neural networks and trading behavior over financial data streams.
see more ›The award recognizes outstanding academic papers whose impact on distributed computing has been evident for at least a decade.
see more ›