 |
|
|
Minta Martin Professor Rama Chellappa |
|
Minta Martin Professor Rama Chellappa (ECE/UMIACS/CS) chaired a National Academies of Science, Engineering, and Medicine Workshop on Robust Machine Learning Algorithms and Systems for Detection and Mitigation of Adversarial Attacks and Anomalies on December 11-12, 2018, in Berkeley, California. Proceedings were recently published that summarize the presentations and discussions held during the 2-day workshop.
The goal of this workshop was to discuss methods and systems for assuring the Quality of Machine-Generated Analytic Products from Multi-Source Data. Chellappa, who is a Distinguished University Professor and one of the top researchers in the world in artificial intelligence and machine learning, was elected to chair the workshop planning committee.
During the session on Recent Trends in Machine Learning, Chellappa gave a presentation titled “Generative Adversarial Networks (GANS) For Domain Adaptation and Security against Attacks.” In his talk, Chellappa spoke on the recent shift of focus from physics and geometry to data in the computer vision field. He discussed the use of generative adversarial networks (GANs) for unsupervised domain adaptation and semantic segmentation as well as protecting against adversarial attacks. To conclude, Chellappa addressed near and long-term research opportunities for the field of computer vision. More about Chellappa’s talk can be read here.
Related Articles:
University of Maryland Selected as Partner for New Research Consortium for Artificial Intelligence and Machine Learning
$1.14M from the State of Maryland will Match Private Donation to Establish Two Brendan Iribe Endowed Professorships in ECE and CS at UMD
UMD GAMMA Group Awarded Best Paper and an Honorable Mention at IEEE VR 2021
New hazard mitigation software moves UAVs closer to National Airspace System integration
GAMMA Research Group is Developing Novel COVID-19 Prevention Robots
Dinesh Manocha Named Distinguished University Professor
Dinesh Manocha Receives the 2020 Pierre Bézier Award
Abed on NSF Engineering CAREER Proposal Writing Workshop Committee
GAMMA Group's Research on Emotional Modeling and Social Robotics Featured in Forbes
Ott Gives Invited Talks on Machine Learning at the Imperial College London and the Alan Turing Institute
September 13, 2019
|
