Show and tell: A neural image caption generator
Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, Erhan, Dumitru
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
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Conference Proceeding
Neural scene representation and rendering
Eslami, S M Ali, Jimenez Rezende, Danilo, Besse, Frederic, Viola, Fabio, Morcos, Ari S, Garnelo, Marta, Ruderman, Avraham, Rusu, Andrei A, Danihelka, Ivo, Gregor, Karol, Reichert, David P, Buesing, Lars, Weber, Theophane, Vinyals, Oriol, Rosenbaum, Dan, Rabinowitz, Neil, King, Helen, Hillier, Chloe, Botvinick, Matt, Wierstra, Daan, Kavukcuoglu, Koray, Hassabis, Demis
Published in Science (American Association for the Advancement of Science) (15.06.2018)
Published in Science (American Association for the Advancement of Science) (15.06.2018)
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Journal Article
Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error
Faber, Felix A, Hutchison, Luke, Huang, Bing, Gilmer, Justin, Schoenholz, Samuel S, Dahl, George E, Vinyals, Oriol, Kearnes, Steven, Riley, Patrick F, von Lilienfeld, O. Anatole
Published in Journal of chemical theory and computation (14.11.2017)
Published in Journal of chemical theory and computation (14.11.2017)
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Journal Article
Deep Audio-Visual Speech Recognition
Afouras, Triantafyllos, Chung, Joon Son, Senior, Andrew, Vinyals, Oriol, Zisserman, Andrew
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2022)
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Journal Article
Lip Reading Sentences in the Wild
Chung, Joon Son, Senior, Andrew, Vinyals, Oriol, Zisserman, Andrew
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Listen, attend and spell: A neural network for large vocabulary conversational speech recognition
Chan, William, Jaitly, Navdeep, Quoc Le, Vinyals, Oriol
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Non-isotropy Regularization for Proxy-based Deep Metric Learning
Roth, Karsten, Vinyals, Oriol, Akata, Zeynep
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Highly accurate protein structure prediction with AlphaFold
Jumper, John, Evans, Richard, Pritzel, Alexander, Green, Tim, Figurnov, Michael, Ronneberger, Olaf, Tunyasuvunakool, Kathryn, Bates, Russ, Žídek, Augustin, Potapenko, Anna, Bridgland, Alex, Meyer, Clemens, Kohl, Simon A. A., Ballard, Andrew J., Cowie, Andrew, Romera-Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Adler, Jonas, Back, Trevor, Petersen, Stig, Reiman, David, Clancy, Ellen, Zielinski, Michal, Steinegger, Martin, Pacholska, Michalina, Berghammer, Tamas, Bodenstein, Sebastian, Silver, David, Vinyals, Oriol, Senior, Andrew W., Kavukcuoglu, Koray, Kohli, Pushmeet, Hassabis, Demis
Published in Nature (London) (26.08.2021)
Published in Nature (London) (26.08.2021)
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Journal Article
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M., Mathieu, Michaël, Dudzik, Andrew, Chung, Junyoung, Choi, David H., Powell, Richard, Ewalds, Timo, Georgiev, Petko, Oh, Junhyuk, Horgan, Dan, Kroiss, Manuel, Danihelka, Ivo, Huang, Aja, Sifre, Laurent, Cai, Trevor, Agapiou, John P., Jaderberg, Max, Vezhnevets, Alexander S., Leblond, Rémi, Pohlen, Tobias, Dalibard, Valentin, Budden, David, Sulsky, Yury, Molloy, James, Paine, Tom L., Gulcehre, Caglar, Wang, Ziyu, Pfaff, Tobias, Wu, Yuhuai, Ring, Roman, Yogatama, Dani, Wünsch, Dario, McKinney, Katrina, Smith, Oliver, Schaul, Tom, Lillicrap, Timothy, Kavukcuoglu, Koray, Hassabis, Demis, Apps, Chris, Silver, David
Published in Nature (London) (01.11.2019)
Published in Nature (London) (01.11.2019)
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Journal Article
Learning skillful medium-range global weather forecasting
Lam, Remi, Sanchez-Gonzalez, Alvaro, Willson, Matthew, Wirnsberger, Peter, Fortunato, Meire, Alet, Ferran, Ravuri, Suman, Ewalds, Timo, Eaton-Rosen, Zach, Hu, Weihua, Merose, Alexander, Hoyer, Stephan, Holland, George, Vinyals, Oriol, Stott, Jacklynn, Pritzel, Alexander, Mohamed, Shakir, Battaglia, Peter
Published in Science (American Association for the Advancement of Science) (22.12.2023)
Published in Science (American Association for the Advancement of Science) (22.12.2023)
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Journal Article
Competition-level code generation with AlphaCode
Li, Yujia, Choi, David, Chung, Junyoung, Kushman, Nate, Schrittwieser, Julian, Leblond, Rémi, Eccles, Tom, Keeling, James, Gimeno, Felix, Dal Lago, Agustin, Hubert, Thomas, Choy, Peter, de Masson d'Autume, Cyprien, Babuschkin, Igor, Chen, Xinyun, Huang, Po-Sen, Welbl, Johannes, Gowal, Sven, Cherepanov, Alexey, Molloy, James, Mankowitz, Daniel J, Sutherland Robson, Esme, Kohli, Pushmeet, de Freitas, Nando, Kavukcuoglu, Koray, Vinyals, Oriol
Published in Science (American Association for the Advancement of Science) (09.12.2022)
Published in Science (American Association for the Advancement of Science) (09.12.2022)
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Journal Article
Integrating Language Guidance into Vision-based Deep Metric Learning
Roth, Karsten, Vinyals, Oriol, Akata, Zeynep
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Guest Editorial: Non-Euclidean Machine Learning
Zafeiriou, Stefanos, Bronstein, Michael, Cohen, Taco, Vinyals, Oriol, Song, Le, Leskovec, Jure, Lio, Pietro, Bruna, Joan, Gori, Marco
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2022)
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Journal Article
Speaker Diarization: A Review of Recent Research
Anguera Miro, Xavier, Bozonnet, S., Evans, N., Fredouille, C., Friedland, G., Vinyals, O.
Published in IEEE transactions on audio, speech, and language processing (01.02.2012)
Published in IEEE transactions on audio, speech, and language processing (01.02.2012)
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Journal Article
Applying and improving AlphaFold at CASP14
Jumper, John, Evans, Richard, Pritzel, Alexander, Green, Tim, Figurnov, Michael, Ronneberger, Olaf, Tunyasuvunakool, Kathryn, Bates, Russ, Žídek, Augustin, Potapenko, Anna, Bridgland, Alex, Meyer, Clemens, Kohl, Simon A. A., Ballard, Andrew J., Cowie, Andrew, Romera‐Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Adler, Jonas, Back, Trevor, Petersen, Stig, Reiman, David, Clancy, Ellen, Zielinski, Michal, Steinegger, Martin, Pacholska, Michalina, Berghammer, Tamas, Silver, David, Vinyals, Oriol, Senior, Andrew W., Kavukcuoglu, Koray, Kohli, Pushmeet, Hassabis, Demis
Published in Proteins, structure, function, and bioinformatics (01.12.2021)
Published in Proteins, structure, function, and bioinformatics (01.12.2021)
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Journal Article
Efficient Visual Pretraining with Contrastive Detection
Henaff, Olivier J., Koppula, Skanda, Alayrac, Jean-Baptiste, van den Oord, Aaron, Vinyals, Oriol, Carreira, Joao
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Faster sorting algorithms discovered using deep reinforcement learning
Mankowitz, Daniel J., Michi, Andrea, Zhernov, Anton, Gelmi, Marco, Selvi, Marco, Paduraru, Cosmin, Leurent, Edouard, Iqbal, Shariq, Lespiau, Jean-Baptiste, Ahern, Alex, Köppe, Thomas, Millikin, Kevin, Gaffney, Stephen, Elster, Sophie, Broshear, Jackson, Gamble, Chris, Milan, Kieran, Tung, Robert, Hwang, Minjae, Cemgil, Taylan, Barekatain, Mohammadamin, Li, Yujia, Mandhane, Amol, Hubert, Thomas, Schrittwieser, Julian, Hassabis, Demis, Kohli, Pushmeet, Riedmiller, Martin, Vinyals, Oriol, Silver, David
Published in Nature (London) (08.06.2023)
Published in Nature (London) (08.06.2023)
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Journal Article