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Events for March 29, 2019

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11:00 AM

ESE Seminar: “Safety and Robustness Guarantees with Learning in the Loop”

March 29, 2019 at 11:00 AM - 12:00 PM

In this talk, we present recent progress towards developing learning-based control strategies for the design of safe and robust autonomous systems. Our approach is to recognize that machine learning algorithms produce inherently uncertain estimates or predictions, and that this uncertainty must be explicitly quantified (e.g., using non-asymptotic guarantees of contemporary high-dimensional statistics) and accounted for […]

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1:00 PM

CIS Seminar: “Towards Human-Level Recognition via Contextual, Dynamic, and Predictive Representations”

March 29, 2019 at 1:00 PM - 2:00 PM
Wu and Chen Auditorium (Room 101), Levine Hall, 3330 Walnut Street
Philadelphia, PA 19104 United States
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Abstract: Existing state-of-the-art computer vision models usually specialize in single domains or tasks, while human-level recognition can be contextual for diverse scales and tasks. This specialization isolates different vision tasks and hinders deployment of robust and effective vision systems.  In this talk, I will discuss contextural image representations for different scales and tasks through the […]

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