Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps
George, Dileep, Rikhye, Rajeev V, Gothoskar, Nishad, Guntupalli, J Swaroop, Dedieu, Antoine, Lázaro-Gredilla, Miguel
Published in Nature communications (22.04.2021)
Published in Nature communications (22.04.2021)
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Journal Article
From CAPTCHA to Commonsense: How Brain Can Teach Us About Artificial Intelligence
George, Dileep, Lázaro-Gredilla, Miguel, Guntupalli, J Swaroop
Published in Frontiers in computational neuroscience (22.10.2020)
Published in Frontiers in computational neuroscience (22.10.2020)
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Journal Article
A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs
George, Dileep, Lehrach, Wolfgang, Kansky, Ken, Lázaro-Gredilla, Miguel, Laan, Christopher, Marthi, Bhaskara, Lou, Xinghua, Meng, Zhaoshi, Liu, Yi, Wang, Huayan, Lavin, Alex, Phoenix, D. Scott
Published in Science (American Association for the Advancement of Science) (08.12.2017)
Published in Science (American Association for the Advancement of Science) (08.12.2017)
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Journal Article
DURableVS: Data-efficient Unsupervised Recalibrating Visual Servoing via online learning in a structured generative model
Gothoskar, Nishad, Lazaro-Gredilla, Miguel, Bekiroglu, Yasemin, Agarwal, Abhishek, Tenenbaum, Joshua B., Mansinghka, Vikash K., George, Dileep
Published in 2022 International Conference on Robotics and Automation (ICRA) (23.05.2022)
Published in 2022 International Conference on Robotics and Automation (ICRA) (23.05.2022)
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Conference Proceeding
Neuroscience Needs Network Science
Barabási, Dániel L, Bianconi, Ginestra, Bullmore, Ed, Burgess, Mark, Chung, SueYeon, Eliassi-Rad, Tina, George, Dileep, Kovács, István A, Makse, Hernán, Nichols, Thomas E, Papadimitriou, Christos, Sporns, Olaf, Stachenfeld, Kim, Toroczkai, Zoltán, Towlson, Emma K, Zador, Anthony M, Zeng, Hongkui, Barabási, Albert-László, Bernard, Amy, Buzsáki, György
Published in The Journal of neuroscience (23.08.2023)
Published in The Journal of neuroscience (23.08.2023)
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Journal Article
Teaching Compositionality to CNNs
Stone, Austin, Huayan Wang, Stark, Michael, Yi Liu, Phoenix, D. Scott, George, Dileep
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Space is a latent sequence: A theory of the hippocampus
Raju, Rajkumar Vasudeva, Guntupalli, J. Swaroop, Zhou, Guangyao, Wendelken, Carter, Lázaro-Gredilla, Miguel, George, Dileep
Published in Science advances (02.08.2024)
Published in Science advances (02.08.2024)
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Journal Article
What can the brain teach us about building artificial intelligence?
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Paper
Journal Article
Learning noisy-OR Bayesian Networks with Max-Product Belief Propagation
Dedieu, Antoine, Zhou, Guangyao, George, Dileep, Lazaro-Gredilla, Miguel
Year of Publication 31.01.2023
Year of Publication 31.01.2023
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Journal Article
What type of inference is planning?
Lázaro-Gredilla, Miguel, Ku, Li Yang, Murphy, Kevin P, George, Dileep
Year of Publication 25.06.2024
Year of Publication 25.06.2024
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Journal Article
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
Dedieu, Antoine, Lehrach, Wolfgang, Zhou, Guangyao, George, Dileep, Lázaro-Gredilla, Miguel
Year of Publication 11.01.2024
Year of Publication 11.01.2024
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Journal Article
Schema-learning and rebinding as mechanisms of in-context learning and emergence
Swaminathan, Sivaramakrishnan, Dedieu, Antoine, Raju, Rajkumar Vasudeva, Shanahan, Murray, Lazaro-Gredilla, Miguel, George, Dileep
Year of Publication 15.06.2023
Year of Publication 15.06.2023
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Journal Article