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Emmanuel Bengio

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SynFlowNet: Towards Molecule Design with Guaranteed Synthesis Pathways

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May 02, 2024
Miruna Cretu, Charles Harris, Julien Roy, Emmanuel Bengio, Pietro Liò

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Generative Active Learning for the Search of Small-molecule Protein Binders

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May 02, 2024
Maksym Korablyov, Cheng-Hao Liu, Moksh Jain, Almer M. van der Sloot, Eric Jolicoeur, Edward Ruediger, Andrei Cristian Nica, Emmanuel Bengio, Kostiantyn Lapchevskyi, Daniel St-Cyr, Doris Alexandra Schuetz, Victor Ion Butoi, Jarrid Rector-Brooks, Simon Blackburn, Leo Feng, Hadi Nekoei, SaiKrishna Gottipati, Priyesh Vijayan, Prateek Gupta, Ladislav Rampášek, Sasikanth Avancha, Pierre-Luc Bacon, William L. Hamilton, Brooks Paige, Sanchit Misra, Stanislaw Kamil Jastrzebski, Bharat Kaul, Doina Precup, José Miguel Hernández-Lobato, Marwin Segler, Michael Bronstein, Anne Marinier, Mike Tyers, Yoshua Bengio

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QGFN: Controllable Greediness with Action Values

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Feb 07, 2024
Elaine Lau, Stephen Zhewen Lu, Ling Pan, Doina Precup, Emmanuel Bengio

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Investigating Generalization Behaviours of Generative Flow Networks

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Feb 07, 2024
Lazar Atanackovic, Emmanuel Bengio

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Maximum entropy GFlowNets with soft Q-learning

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Dec 21, 2023
Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon

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DGFN: Double Generative Flow Networks

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Nov 06, 2023
Elaine Lau, Nikhil Vemgal, Doina Precup, Emmanuel Bengio

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Local Search GFlowNets

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Oct 04, 2023
Minsu Kim, Taeyoung Yun, Emmanuel Bengio, Dinghuai Zhang, Yoshua Bengio, Sungsoo Ahn, Jinkyoo Park

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Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular Design

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Jun 29, 2023
Julien Roy, Pierre-Luc Bacon, Christopher Pal, Emmanuel Bengio

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Towards Understanding and Improving GFlowNet Training

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May 11, 2023
Max W. Shen, Emmanuel Bengio, Ehsan Hajiramezanali, Andreas Loukas, Kyunghyun Cho, Tommaso Biancalani

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Multi-Objective GFlowNets

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Oct 23, 2022
Moksh Jain, Sharath Chandra Raparthy, Alex Hernandez-Garcia, Jarrid Rector-Brooks, Yoshua Bengio, Santiago Miret, Emmanuel Bengio

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