College of Engineering News Room
The AI+X Institute: a university-wide asset for 国产短视频researchers working with artificial intelligence
by Russell Nay
During its first official event with external participation in February 2020, (AI+X) welcomed Amazon vice president/distinguished scientist and University of Southern California professor G茅rard Medioni to talk about his 40-year career in the field of computer vision research.
After , AI+X institute affiliates had smaller group and one-on-one discussions with Medioni, who joined Amazon in 2014 to lead the development of technology used in A and later . Since then, the institute has held five major events featuring notable industry researchers in the field of artificial intelligence, a bootcamp on deep learning methods, and weekly seminars in the fall and spring semesters featuring the research of faculty members from colleges across 国产短视频who work in artificial intelligence.
Co-directed by Department of Computer Science and Engineering professors Larry Hall and Sudeep Sarkar, the AI+X institute is a university-wide research and education center that aims to establish a world-class academic research and development center at USF. Its members will conduct externally-funded research in AI and work with industry partners in healthcare, finance, manufacturing, cybersecurity, biology, and transportation to ethically and responsibly transition advances into beneficial products.
鈥淐ompanies are reaching out to us to help them out with problems that they鈥檙e facing,鈥� Sarkar said.
The institute is conducting research with a number of AI corporations, including TheIncLab, an AI and data visualization company that recently relocated to Ybor City from Washington D.C. , Tampa Mayor Jane Castor said that 国产短视频plays a critical role in Tampa鈥檚 emergence as a magnet for entrepreneurs and innovative business startups and expansions.
鈥淭he 国产短视频talent pipeline and cutting-edge expertise in bio/life sciences, technology, cybersecurity and so much more are central parts of Tampa Bay鈥檚 appeal to business leaders across the globe,鈥� Castor said.
The AI+X institute was founded in July 2019 following a $120,000 国产短视频Strategic Investment Pool funding selection by university leadership and the Florida Board of Governors. The institute began with more than 20 affiliated 国产短视频faculty members from the colleges of Engineering, Arts and Sciences, Medicine, and Business. By 2020, it grew to involve over 110 affiliated faculty members from a variety of colleges at 国产短视频and received more than $1.7 million from research proposals with organizations including the National Science Foundation, the U.S. Department of Defense, and the National Institutes of Health.
Sarkar said that the concept of the institute was received well by the university research and innovation review committee involved in the funding process.
鈥淚n the first year itself, the university鈥檚 return on investment was more than 10 times,鈥� he said. 鈥淲e鈥檙e looking forward to putting more research proposals together in the future.鈥�
The institute will also offer graduate students a certificate in AI as well as classes for undergraduate and graduate students offered through the Department of Computer Science and Engineering. The work of many institute collaborators was showcased in the February 2020 , including those in 国产短视频Health as well as in the colleges of Engineering, Medicine, and Business.
Department of Industrial and Management Systems Engineering associate professor Susana Lai-Yuen said that her involvement with AI+X events and co-collaborators led to establishing connections that funded her research and later helped expand it.
鈥淭he institute has definitely helped me in establishing connections with other researchers, universities and funding agencies,鈥� Lai-Yuen said. 鈥�(My research partners and myself) were recently awarded a research grant from the U.S. Department of Defense. The hope is that these connections will lead to other projects and external funds.鈥�
Lai-Yuen develops optimization methods for . This work can be used to automate the identification and extraction of data from different types of images.
She and several other AI+X affiliated faculty members said they鈥檇 like to see an expansion of the size and strength of the institute鈥檚 GPU cluster and other computing resources provided through the Department of Computer Science and Engineering.
Department assistant professor Shaun Canavan said that he and his research partners had their research funded through AI+X institute connections too. They use AI to , which has applications in a variety of industries.
鈥淭he institute鈥檚 been a huge boost to my career,鈥� he said. 鈥淪ome of my largest grants came from working with (institute-affiliated) faculty, and I use the computer cluster every day. Without that cluster, we couldn鈥檛 do our work.鈥�
Civil and environmental engineering associate professor and Susan A. Bracken Faculty Fellow Xiaopeng Li also makes frequent use of this cluster. While researching how can improve the mobility, sustainability and safety of transportation systems through smart vehicles connected to each other and roadways, Li uses data models and processes vehicle sensing and image data.
He said that connecting vehicles with a more powerful type of cluster could allow him and his team to one day turn the 国产短视频Tampa campus into a living lab for their research that connects information on pedestrians, cars, buses, traffic flows and potential road hazards in real time.
鈥淎 very nice thing about the AI+X institute is that it鈥檚 a platform for exchanges, communications, and discussions of possible collaboration across multidisciplinary faculty,鈥� he said. 鈥淧ast interactions led to eventually getting a multi million-dollar grant from the Department of Energy.鈥�
Department of Computer Science and Engineering assistant professor John Licato researches the in his lab and said that the institute鈥檚 aligning of researchers with a focus on AI presents a valuable opportunity for 国产短视频faculty members to potentially receive more funding from industry and government sources.
鈥淭here鈥檚 often a really difficult alignment problem where you have all these funding opportunities, especially in AI, which often have very specific goals that make it hard to figure out which ones will meet the interests of both the researcher and the opportunity,鈥� Licato said. 鈥淚f you have this central institute that serves as conduit and speaks to both sides, then that alignment problem gets better. It鈥檚 something I鈥檓 already seeing the start of.鈥�
He added that this alignment of researchers with a common interest in AI also allows for a more efficient use of resources.
鈥淚n one of my sub fields, natural language processing, computing is really expensive,鈥� he said. 鈥淵ou have these million-dollar clusters that still aren鈥檛 powerful enough to do all the things researchers want to do. Individual professors could never get the funding by themselves to carry this out practically. But if there were a program in the institute where they were able to pool resources together for professors with common goals, that鈥檚 a huge potential benefit.鈥�
Department of Industrial and Management Systems Engineering assistant professor Ankit Shah鈥檚 encompass the detection and mitigation of a wide range of physical and digital threats to defense systems. Shah develops AI-enabled decision support frameworks to enable intrusion detection systems with human operators in the loop in making better decisions under uncertainty.
Shah said that past AI+X seminars on deep reinforcement learning and computer vision were very helpful for his area of research, and he鈥檇 like to see an emphasis on industry connections in future institute events.
鈥淚t鈥檇 be very useful to have a program that matches researchers in the institute with the appropriate industry connections based on their disciplines and domains,鈥� he said. 鈥淚t would be advantageous to understand and cater to the various problems faced by industry partners.鈥�
Hall said that goals set for the AI+X institute鈥檚 future currently include securing long-term, external funding, refreshing the department鈥檚 GPU cluster and supporting equipment, and deciding on the metrics needed to continue building a world-class research reputation for the institute.
鈥淚deally, we would have perhaps one of the NSF research institutes that we鈥檝e looked at, on board,鈥� he said. 鈥淚n general, a pipeline to success may look like a number of successful faculty affiliated with the institute securing X amount of dollars in funding and publishing Y number of high quality papers each year.鈥�