Uploaded June 2025 | Updated September 2026, 1 week ago
Know before you go! Be prepared for Commencement at Yankee Stadium. Visit the Commencement Day Guide on our website for additional information: bit.ly/NYUCMDayGuide.
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![How Naturalistic Learning Algorithm PooDLe Works
Most AI systems trained on carefully curated datasets struggle when faced with the messy reality of naturalistic video. PooDLe [https://arxiv.org/abs/2408.11208], a newly published work, addresses this problem.
“We were interested in building embodied learning algorithms that could learn directly from video streams. Says Mengye Ren, author of the paper and assistant professor of computer science and data science at NYU.
The algorithms name comes from a combination of a pooled loss function and a dense loss function used in PooDLes architecture.
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