This launch event for the Royal Society volume New Approaches to 3D Vision explores how AI, animals, and humans see and navigate the 3D world.
3D vision is central to a number of contemporary innovations. In artificial intelligence (AI), 3D vision is enabling autonomous cars and robots to freely navigate the world and helping AI to solve fundamental scientific questions like protein folding. In animals, brain recordings from freely moving animals are enabling us to understand how animals process and navigate through space. In humans, virtual reality, augmented reality, and 3D cinema are all having a transformative effect on our 3D visual experience. In turn, these innovations are revolutionizing our understanding of 3D vision and navigation. In traditional approaches to computer vision (SLAM: simultaneous localization and mapping), animal navigation (cognitive maps), and human vision (optimal cue integration), the assumption has been that it is important to produce an accurate 3D model of the world. By contrast, these new approaches rely on partial or distorted models of the world, or no model at all.
Fulvio Domini argues that 3D vision isn’t trying to reconstruct the true 3D layout of the world, but instead the 3D percept that is most stable across viewing conditions.
Kate Jeffery explores how animals’ “cognitive maps” of their environment reflect the possibilities for movement rather than the environment’s physical geometry.
Ida Momennejad explores the ways in which neuroscience, behavioral research, and AI inform one another, using AI navigation in 3D computer games as a key example.
Fulvio Domini, Professor of Cognitive, Linguistic, and Psychological Sciences, Brown University
Kate Jeffery, Head of Psychology and Neuroscience, University of Glasgow
Ida Momennejad, Senior Researcher in Reinforcement Learning, Microsoft Research
Moderated by Paul Linton, Presidential Scholar in Society and Neuroscience and Fellow of the Italian Academy for Advanced Studies in America, Columbia University
Free and open to the public. Registration is required via Eventbrite. All in-person attendees must follow Columbia's COVID-19 policies, which include mandatory proof of COVID-19 vaccination for all visitors to campus. Online attendees will receive a Zoom link from Eventbrite. This event is part of the Seminars in Society and Neuroscience series. Co-sponsored by the Italian Academy for Advanced Studies in America and the Zuckerman Institute at Columbia University.
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