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Yoshua Bengio

university of montreal

183H-index
1.3KPaper Count
44.7WCitation Count
Published Papers 57
Publication Date
Identifying indicators of consciousness in AI systems
err2025-11-10
err0
errOAAI
errPatrick Butlin; Robert Long; Tim Bayne; Yoshua Bengio; Jonathan Birch; David Chalmers; Axel Constant; George Deane; Eric Elmoznino; Stephen M. Fleming; Xu Ji; Ryota Kanai; Colin Klein; Grace Lindsay; Matthias Michel; Liad Mudrik; Megan A.K. Peters; Eric Schwitzgebel; Jonathan Simon; Rufin VanRullen
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Publisher Correction: Deep-learning-based virtual screening of antibacterial compounds
err2025-11-07
err0
errOAAI
errGabriele Scalia; Steven T. Rutherford; Ziqing Lu; Kerry R. Buchholz; Nicholas Skelton; Kangway Chuang; Nathaniel Diamant; Jan-Christian Hütter; Jerome-Maxim Luescher; Anh Miu; Jeff Blaney; Leo Gendelev; Elizabeth Skippington; Greg Zynda; Nia Dickson; Michał Koziarski; Yoshua Bengio; Aviv Regev; Man-Wah Tan; Tommaso Biancalani
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Deep-learning-based virtual screening of antibacterial compounds
err2025-10-24
err0
PREAI
errGabriele Scalia; Steven T. Rutherford; Ziqing Lu; Kerry R. Buchholz; Nicholas Skelton; Kangway Chuang; Nathaniel Diamant; Jan-Christian Hütter; Jerome-Maxim Luescher; Anh Miu; Jeff Blaney; Leo Gendelev; Elizabeth Skippington; Greg Zynda; Nia Dickson; Micha Koziarski; Yoshua Bengio; Aviv Regev; Man-Wah Tan; Tommaso Biancalani
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Illusions of AI consciousness
errScience
IF45.8
err2025-09-11
err0
PREAI
errYoshua Bengio; Eric Elmoznino
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Causal machine learning for single-cell genomics
err2025-03-31
err0
errOAAI
errTejada-Lapuerta, Alejandro; Bertin, Paul; Bauer, Stefan; Aliee, Hananeh; Bengio, Yoshua
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A neuronal least-action principle for real-time learning in cortical circuits
err2024-12-20
err1
errOAAI
errSenn, Walter; Dold, Dominik; Kungl, Akos F.; Ellenberger, Benjamin; Jordan, Jakob; Bengio, Yoshua; Sacramento, Joo; Petrovici, Mihai A.
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AI content detection in the emerging information ecosystem: new obligations for media and tech companies (vol 26, 63, 2024)
err2024-10-22
err0
errOAAI
errKnott, Alistair; Pedreschi, Dino; Jitsuzumi, Toshiya; Leavy, Susan; Eyers, David; Chakraborti, Tapabrata; Trotman, Andrew; Sundareswaran, Sundar; Baeza-Yates, Ricardo; Biecek, Przemyslaw; Weller, Adrian; Teal, Paul D.; Basu, Subhadip; Haklidir, Mehmet; Morini, Virginia; Russell, Stuart; Bengio, Yoshua
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Path-filtering in path-integral simulations of open quantum systems using GFlowNets
err2024-10-08
err0
PREAI
errLackman-Mincoff, Jeremy; Jain, Moksh; Malkin, Nikolay; Bengio, Yoshua; Simine, Lena
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AI content detection in the emerging information ecosystem: new obligations for media and tech companies
err2024-09-21
err1
errOAAI
errKnott, Alistair; Pedreschi, Dino; Jitsuzumi, Toshiya; Leavy, Susan; Eyers, David; Chakraborti, Tapabrata; Trotman, Andrew; Sundareswaran, Sundar; Baeza-Yates, Ricardo; Biecek, Przemyslaw; Weller, Adrian; Teal, Paul D.; Basu, Subhadip; Haklidir, Mehmet; Morini, Virginia; Russell, Stuart; Bengio, Yoshua
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Sources of richness and ineffability for phenomenally conscious states
err2024-03-01
err3
errOAAI
errJi, Xu; Elmoznino, Eric; Deane, George; Constant, Axel; Dumas, Guillaume; Lajoie, Guillaume; Simon, Jonathan; Bengio, Yoshua
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Towards equilibrium molecular conformation generation with GFlowNets
err2024-01-01
err0
errOAAI
errVolokhova, Alexandra; Koziarski, Michal; Hernandez-Garcia, Alex; Liu, Cheng-Hao; Miret, Santiago; Lemos, Pablo; Thiede, Luca; Yan, Zichao; Aspuru-Guzik, Alan; Bengio, Yoshua
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Generative AI models should include detection mechanisms as a condition for public release
err2023-10-28
err14
errOAAI
errKnott, Alistair; Pedreschi, Dino; Chatila, Raja; Chakraborti, Tapabrata; Leavy, Susan; Baeza-Yates, Ricardo; Eyers, David; Trotman, Andrew; Teal, Paul D.; Biecek, Przemyslaw; Russell, Stuart; Bengio, Yoshua
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RECOVER identifies synergistic drug combinations in vitro through sequential model optimization
err2023-10-01
err2
errOAAI
errBertin, Paul; Rector-Brooks, Jarrid; Sharma, Deepak; Gaudelet, Thomas; Anighoro, Andrew; Gross, Torsten; Martinez-Pena, Francisco; Tang, Eileen L.; Suraj, M. S.; Regep, Cristian; Hayter, Jeremy B. R.; Korablyov, Maksym; Valiante, Nicholas; van der Sloot, Almer; Tyers, Mike; Roberts, Charles E. S.; Bronstein, Michael M.; Lairson, Luke L.; Taylor-King, Jake P.; Bengio, Yoshua
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Catalyzing next-generation Artificial Intelligence through NeuroAI
err2023-03-22
err53
errOAAI
errZador, Anthony; Escola, Sean; Richards, Blake; Olveczky, Bence; Bengio, Yoshua; Boahen, Kwabena; Botvinick, Matthew; Chklovskii, Dmitri; Churchland, Anne; Clopath, Claudia; DiCarlo, James; Ganguli, Surya; Hawkins, Jeff; Kording, Konrad; Koulakov, Alexei; LeCun, Yann; Lillicrap, Timothy; Marblestone, Adam; Olshausen, Bruno; Pouget, Alexandre; Savin, Cristina; Sejnowski, Terrence; Simoncelli, Eero; Solla, Sara; Sussillo, David; Tolias, Andreas S.; Tsao, Doris
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GFlowNets for AI-driven scientific discovery
err2023-01-01
err3
errOAAI
errJain, Moksh; Deleu, Tristan; Hartford, Jason; Liu, Cheng-Hao; Hernandez-Garcia, Alex; Bengio, Yoshua
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Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy
err2022-10-01
err13
errOAAI
errLamb, Alex; Verma, Vikas; Kawaguchi, Kenji; Matyasko, Alexander; Khosla, Savya; Kannala, Juho; Bengio, Yoshua
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RetroGNN: Fast Estimation of Synthesizability for Virtual Screening and De Novo Design by Learning from Slow Retrosynthesis Software
err2022-04-22
err24
PREAI
errLiu, Cheng-Hao; Korablyov, Maksym; Jastrzebski, Stanislaw; Wlodarczyk-Pruszynski, Pawel; Bengio, Yoshua; Segler, Marwin
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CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding
err2022-02-15
err38
errOAAI
errAckloo, Suzanne; Al-awar, Rima; Amaro, Rommie E.; Arrowsmith, Cheryl H.; Azevedo, Hatylas; Batey, Robert A.; Bengio, Yoshua; Betz, Ulrich A. K.; Bologa, Cristian G.; Chodera, John D.; Cornell, Wendy D.; Dunham, Ian; Ecker, Gerhard F.; Edfeldt, Kristina; Edwards, Aled M.; Gilson, Michael K.; Gordijo, Claudia R.; Hessler, Gerhard; Hillisch, Alexander; Hogner, Anders; Irwin, John J.; Jansen, Johanna M.; Kuhn, Daniel; Leach, Andrew R.; Lee, Alpha A.; Lessel, Uta; Morgan, Maxwell R.; Moult, John; Muegge, Ingo; Oprea, Tudor, I; Perry, Benjamin G.; Riley, Patrick; Rousseaux, Sophie A. L.; Saikatendu, Kumar Singh; Santhakumar, Vijayaratnam; Schapira, Matthieu; Scholten, Cora; Todd, Matthew H.; Vedadi, Masoud; Volkamer, Andrea; Willson, Timothy M.
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Tackling Climate Change with Machine Learning
err2022-02-07
err263
errOAAI
errRolnick, David; Donti, Priya L.; Kaack, Lynn H.; Kochanski, Kelly; Lacoste, Alexandre; Sankaran, Kris; Ross, Andrew Slavin; Milojevic-Dupont, Nikola; Jaques, Natasha; Waldman-Brown, Anna; Luccioni, Alexandra Sasha; Maharaj, Tegan; Sherwin, Evan D.; Mukkavilli, S. Karthik; Kording, Konrad P.; Gomes, Carla P.; Ng, Andrew Y.; Hassabis, Demis; Platt, John C.; Creutzig, Felix; Chayes, Jennifer; Bengio, Yoshua
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