Bharath Hariharan "Recognition with vanishingly few labels"
- Event Type
- Seminar/Symposium
- Sponsor
- Illinois Computer Science
- Virtual
- Join online
- Date
- May 4, 2023 2:00 pm
- Speaker
- Bharath Hariharan, Assistant Professor of Computer Science, Cornell University
- Contact
- Candice Steidinger
- steidin2@illinois.edu
- Views
- 98
- Originating Calendar
- Siebel School Speakers Calendar
Abstract: Current approaches to recognition rely on large labeled datasets. This reliance is problematic for rare classes as well as for domains where annotating data requires expertise. I will talk about my work with students and collaborators towards building new kinds of recognition systems that rely on few or no labels. I will argue that the key here is to leverage the known structure of the world behind the data points.
Bio: Bharath Hariharan is an assistant Professor of Computer Science at Cornell University. His research interests are in building versatile Computer vision systems with little training data. He is a recipient of an NSF CAREER and a PAMI Young Researcher Award.