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15 de ago. de 2013 · From: Yoshua Bengio [v1] Thu, 15 Aug 2013 15:19:34 UTC (167 KB) Full-text links: Access Paper: View a PDF of the paper titled Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation, by Yoshua Bengio and 1 other authors. View PDF; TeX Source; Other ...
24 de jun. de 2023 · Published 24 June 2023 by yoshuabengio. I have been hearing many arguments from different people regarding catastrophic AI risks. I wanted to clarify these arguments, first for myself, because I would really like to be convinced that we need not worry. However, sharing them and opening up the discussion more broadly might also be useful.
21 de mar. de 2023 · According to Daniel Kahneman, our brain consists of System 1, characterized by fast and associative thinking, and System 2, characterized by slow and deliberate thinking. Many liken deep-learning-based language models to System 1 and postulate that a future System 2 architecture will handle robust reasoning [Goyal & Bengio 2022].
19 de dic. de 2014 · FitNets: Hints for Thin Deep Nets. Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, Yoshua Bengio. While depth tends to improve network performances, it also makes gradient-based training more difficult since deeper networks tend to be more non-linear. The recently proposed knowledge distillation approach is ...
This is a combined slide/speaker video of Yoshua Bengio's talk at NeurIPS 2019. Slide-synced non-YouTube version is here: https://slideslive.com/neurips/neur...
Yoshua Bengio. View Profile. Authors Info & Claims . Foundations and Trends® in Machine Learning Volume 2 Issue 1 January 2009 pp 1–127 https: ... "Learning long-term dependencies with gradient descent is difficult," IEEE Transactions on Neural Networks, vol. 5, no. 2, pp. 157-166, 1994.
26 de feb. de 2024 · Right now, science has no clear answer to this question of AI control and how to align its intentions and behavior with democratically chosen values. It is a bit like in the “ Don’t Look Up ” movie. Some scientists have arguments about the plausibility of scenarios (e.g., see “ Human Compatible “) where a planet-killing asteroid is ...
