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cs.CV2026
Is Generation Required for Data-Efficient Perception?
Jack Brady, Bernhard Schölkopf, Thomas Kipf +2
It has been hypothesized that achieving the data efficiency of human visual perception requires a generative approach in which internal representations result from inverting a deco…
cs.CV2025
E-CHUM: Event-based Cameras for Human Detection and Urban Monitoring
Jack Brady, Andrew Dailey, Kristen Schang +1
Understanding human movement and city dynamics has always been challenging. From traditional methods of manually observing the city's inhabitant, to using cameras, to now using sen…