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Memory in Artificial and Real Intelligence (MemARI)
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Memory in Artificial and Real Intelligence (MemARI) Home About Important dates Schedule Speakers Organizers Accepted papers Call for papers Memory in Artificial and Real Intelligence (MemARI) MemARI is a NeurIPS 2022 workshop. Contact us via our Google Group ( memari-workshop@googlegroups.com or https://groups.google.com/g/memari-workshop ). About One of the key challenges for AI is to understand, predict, and model data over time. Pretrained networks should be able to temporally generalize, or adapt to shifts in data distributions that occur over time. Our current state-of-the-art (SOTA) still struggles to model and understand data over long temporal durations – for example, SOTA models are limited to processing several seconds of video, and powerful transformer models are still fundamentally limited by their attention spans. On the other hand, humans and other biological systems are able to flexibly store and update information in memory to comprehend and ...
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