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AAAI 2024: 22614-22622. [c439] Alexander Tong, Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Yoshua Bengio: Simulation-Free Schrödinger Bridges via Score and Flow Matching. AISTATS 2024: 1279-1287.
Nov 17, 2021 · View a PDF of the paper titled GFlowNet Foundations, by Yoshua Bengio and 4 other authors View PDF Abstract: Generative Flow Networks (GFlowNets) have been introduced as a method to sample a diverse set of candidates in an active learning context, with a training objective that makes them approximately sample in proportion to a given reward ...
Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR Verified email at umontreal.ca Leon Bottou Facebook AI Research Verified email at bottou.org patrick g haffner Amazon AWS Verified email at amazon.com
1991-1995 Learning to learn papers with Samy Bengio, starting with IJCNN 1991, “Learning a synaptic learning rule”. The idea of learning to learn (particularly by back-propagating through the whole process) has now become very popular, but we lacked the necessary computing power in the early 90’s. 1993-1995 Uncovering the fundamental ...
Nov 18, 2016 · Books. Deep Learning. Ian Goodfellow, Yoshua Bengio, Aaron Courville. MIT Press, Nov 18, 2016 - Computers - 800 pages. An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep ...
From 2009 to 2011, I was also a member of the machine learning group at the University of Toronto, as a postdoctoral fellow under the supervision of Geoffrey Hinton. I obtained my Ph.D. at the Université de Montréal, under the supervision of Yoshua Bengio.
Yoshua Bengio Professor of computer science, University of Montreal, Mila, IVADO, CIFAR. Dumitru Erhan Director of Research @ Google DeepMind. Hervé Bourlard Director, Idiap Research Institute; Professor at EPFL. Navdeep Jaitly Research Scientist, Apple Machine Learning Research. Chiyuan Zhang Google Research.
