Neural scene representation and rendering von 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

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Human-level performance in 3D multiplayer games with population-based reinforcement learning von Jaderberg, Max, Czarnecki, Wojciech M, Dunning, Iain, Marris, Luke, Lever, Guy, Castañeda, Antonio Garcia, Beattie, Charles, Rabinowitz, Neil C, Morcos, Ari S, Ruderman, Avraham, Sonnerat, Nicolas, Green, Tim, Deason, Louise, Leibo, Joel Z, Silver, David, Hassabis, Demis, Kavukcuoglu, Koray, Graepel, Thore

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Highly accurate protein structure prediction for the human proteome von Tunyasuvunakool, Kathryn, Adler, Jonas, Wu, Zachary, Green, Tim, Zielinski, Michal, Žídek, Augustin, Bridgland, Alex, Cowie, Andrew, Meyer, Clemens, Laydon, Agata, Velankar, Sameer, Kleywegt, Gerard J., Bateman, Alex, Evans, Richard, Pritzel, Alexander, Figurnov, Michael, Ronneberger, Olaf, Bates, Russ, Kohl, Simon A. A., Potapenko, Anna, Ballard, Andrew J., Romera-Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Clancy, Ellen, Reiman, David, Petersen, Stig, Senior, Andrew W., Kavukcuoglu, Koray, Birney, Ewan, Kohli, Pushmeet, Jumper, John, Hassabis, Demis

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Magnetic control of tokamak plasmas through deep reinforcement learning von Degrave, Jonas, Felici, Federico, Buchli, Jonas, Neunert, Michael, Tracey, Brendan, Carpanese, Francesco, Ewalds, Timo, Hafner, Roland, Abdolmaleki, Abbas, de las Casas, Diego, Donner, Craig, Fritz, Leslie, Galperti, Cristian, Huber, Andrea, Keeling, James, Tsimpoukelli, Maria, Kay, Jackie, Merle, Antoine, Moret, Jean-Marc, Noury, Seb, Pesamosca, Federico, Pfau, David, Sauter, Olivier, Sommariva, Cristian, Coda, Stefano, Duval, Basil, Fasoli, Ambrogio, Kohli, Pushmeet, Kavukcuoglu, Koray, Hassabis, Demis, Riedmiller, Martin

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Vector-based navigation using grid-like representations in artificial agents von Banino, Andrea, Barry, Caswell, Uria, Benigno, Blundell, Charles, Lillicrap, Timothy, Mirowski, Piotr, Pritzel, Alexander, Chadwick, Martin J., Degris, Thomas, Modayil, Joseph, Wayne, Greg, Soyer, Hubert, Viola, Fabio, Zhang, Brian, Goroshin, Ross, Rabinowitz, Neil, Pascanu, Razvan, Beattie, Charlie, Petersen, Stig, Sadik, Amir, Gaffney, Stephen, King, Helen, Kavukcuoglu, Koray, Hassabis, Demis, Hadsell, Raia, Kumaran, Dharshan

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Convolutional networks and applications in vision von Yann LeCun, Kavukcuoglu, K, Farabet, C

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Applying and improving AlphaFold at CASP14 von 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

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Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13) von Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis

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What is the best multi-stage architecture for object recognition? von Jarrett, Kevin, Kavukcuoglu, Koray, Ranzato, Marc' Aurelio, LeCun, Yann

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Learning long-range vision for autonomous off-road driving von Hadsell, Raia, Sermanet, Pierre, Ben, Jan, Erkan, Ayse, Scoffier, Marco, Kavukcuoglu, Koray, Muller, Urs, LeCun, Yann

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Learning invariant features through topographic filter maps von Kavukcuoglu, Koray, Ranzato, Marc'Aurelio, Fergus, Rob, LeCun, Yann

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Improved protein structure prediction using potentials from deep learning von Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis

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Highly accurate protein structure prediction with AlphaFold von 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

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Mastering the game of Go with deep neural networks and tree search von Silver, David, Huang, Aja, Maddison, Chris J., Guez, Arthur, Sifre, Laurent, van den Driessche, George, Schrittwieser, Julian, Antonoglou, Ioannis, Panneershelvam, Veda, Lanctot, Marc, Dieleman, Sander, Grewe, Dominik, Nham, John, Kalchbrenner, Nal, Sutskever, Ilya, Lillicrap, Timothy, Leach, Madeleine, Kavukcuoglu, Koray, Graepel, Thore, Hassabis, Demis

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Human-level control through deep reinforcement learning von Mnih, Volodymyr, Kavukcuoglu, Koray, Silver, David, Rusu, Andrei A., Veness, Joel, Bellemare, Marc G., Graves, Alex, Riedmiller, Martin, Fidjeland, Andreas K., Ostrovski, Georg, Petersen, Stig, Beattie, Charles, Sadik, Amir, Antonoglou, Ioannis, King, Helen, Kumaran, Dharshan, Wierstra, Daan, Legg, Shane, Hassabis, Demis

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Grandmaster level in StarCraft II using multi-agent reinforcement learning von 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

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Competition-level code generation with AlphaCode von 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

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Hybrid computing using a neural network with dynamic external memory von Graves, Alex, Wayne, Greg, Reynolds, Malcolm, Harley, Tim, Danihelka, Ivo, Grabska-Barwińska, Agnieszka, Colmenarejo, Sergio Gómez, Grefenstette, Edward, Ramalho, Tiago, Agapiou, John, Badia, Adrià Puigdomènech, Hermann, Karl Moritz, Zwols, Yori, Ostrovski, Georg, Cain, Adam, King, Helen, Summerfield, Christopher, Blunsom, Phil, Kavukcuoglu, Koray, Hassabis, Demis

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Image processing of an environment to select an action to be performed by an agent interacting with the environment von Mnih, Volodymyr, Kavukcuoglu, Koray

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Image processing with recurrent attention von Mnih, Volodymyr, Kavukcuoglu, Koray

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