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Managing extreme AI risks amid rapid progress.
Bengio Y, Hinton G, Yao A, Song D, Abbeel P, Darrell T, Harari YN, Zhang YQ, Xue L, Shalev-Shwartz S, Hadfield G, Clune J, Maharaj T, Hutter F, Baydin AG, McIlraith S, Gao Q, Acharya A, Krueger D, Dragan A, Torr P, Russell S, Kahneman D, Brauner J, Mindermann S. Bengio Y, et al. Among authors: hinton g. Science. 2024 May 24;384(6698):842-845. doi: 10.1126/science.adn0117. Epub 2024 May 20. Science. 2024. PMID: 38768279
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrović J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, Winkens J, Roy AG, Beaver Z, Ryan F, Krogue J, Etemadi M, Telang U, Liu Y, Peng L, Corrado GS, Webster DR, Fleet D, Hinton G, Houlsby N, Karthikesalingam A, Norouzi M, Natarajan V. Azizi S, et al. Among authors: hinton g. Nat Biomed Eng. 2023 Jun;7(6):756-779. doi: 10.1038/s41551-023-01049-7. Epub 2023 Jun 8. Nat Biomed Eng. 2023. PMID: 37291435
Backpropagation and the brain.
Lillicrap TP, Santoro A, Marris L, Akerman CJ, Hinton G. Lillicrap TP, et al. Among authors: hinton g. Nat Rev Neurosci. 2020 Jun;21(6):335-346. doi: 10.1038/s41583-020-0277-3. Epub 2020 Apr 17. Nat Rev Neurosci. 2020. PMID: 32303713 Review.
Deep learning.
LeCun Y, Bengio Y, Hinton G. LeCun Y, et al. Among authors: hinton g. Nature. 2015 May 28;521(7553):436-44. doi: 10.1038/nature14539. Nature. 2015. PMID: 26017442 Review.
Modeling natural images using gated MRFs.
Ranzato M, Mnih V, Susskind JM, Hinton GE. Ranzato M, et al. Among authors: hinton ge. IEEE Trans Pattern Anal Mach Intell. 2013 Sep;35(9):2206-22. doi: 10.1109/TPAMI.2013.29. IEEE Trans Pattern Anal Mach Intell. 2013. PMID: 23868780
78 results