Year |
Citation |
Score |
2019 |
Vinyals O, Babuschkin I, Czarnecki WM, Mathieu M, Dudzik A, Chung J, Choi DH, Powell R, Ewalds T, Georgiev P, Oh J, Horgan D, Kroiss M, Danihelka I, Huang A, ... ... Kavukcuoglu K, et al. Grandmaster level in StarCraft II using multi-agent reinforcement learning. Nature. PMID 31666705 DOI: 10.1038/S41586-019-1724-Z |
0.435 |
|
2019 |
Jaderberg M, Czarnecki WM, Dunning I, Marris L, Lever G, Castañeda AG, Beattie C, Rabinowitz NC, Morcos AS, Ruderman A, Sonnerat N, Green T, Deason L, Leibo JZ, Silver D, ... ... Kavukcuoglu K, et al. Human-level performance in 3D multiplayer games with population-based reinforcement learning. Science (New York, N.Y.). 364: 859-865. PMID 31147514 DOI: 10.1126/Science.Aau6249 |
0.499 |
|
2018 |
Eslami SMA, Jimenez Rezende D, Besse F, Viola F, Morcos AS, Garnelo M, Ruderman A, Rusu AA, Danihelka I, Gregor K, Reichert DP, Buesing L, Weber T, Vinyals O, Rosenbaum D, ... ... Kavukcuoglu K, et al. Neural scene representation and rendering. Science (New York, N.Y.). 360: 1204-1210. PMID 29903970 DOI: 10.1126/Science.Aar6170 |
0.73 |
|
2018 |
Banino A, Barry C, Uria B, Blundell C, Lillicrap T, Mirowski P, Pritzel A, Chadwick MJ, Degris T, Modayil J, Wayne G, Soyer H, Viola F, Zhang B, Goroshin R, ... ... Kavukcuoglu K, et al. Vector-based navigation using grid-like representations in artificial agents. Nature. PMID 29743670 DOI: 10.1038/S41586-018-0102-6 |
0.76 |
|
2016 |
Graves A, Wayne G, Reynolds M, Harley T, Danihelka I, Grabska-Barwińska A, Colmenarejo SG, Grefenstette E, Ramalho T, Agapiou J, Badia AP, Hermann KM, Zwols Y, Ostrovski G, Cain A, ... ... Kavukcuoglu K, et al. Hybrid computing using a neural network with dynamic external memory. Nature. PMID 27732574 DOI: 10.1038/Nature20101 |
0.448 |
|
2016 |
Silver D, Huang A, Maddison CJ, Guez A, Sifre L, van den Driessche G, Schrittwieser J, Antonoglou I, Panneershelvam V, Lanctot M, Dieleman S, Grewe D, Nham J, Kalchbrenner N, Sutskever I, ... ... Kavukcuoglu K, et al. Mastering the game of Go with deep neural networks and tree search. Nature. 529: 484-9. PMID 26819042 DOI: 10.1038/Nature16961 |
0.369 |
|
2015 |
Mnih V, Kavukcuoglu K, Silver D, Rusu AA, Veness J, Bellemare MG, Graves A, Riedmiller M, Fidjeland AK, Ostrovski G, Petersen S, Beattie C, Sadik A, Antonoglou I, King H, et al. Human-level control through deep reinforcement learning. Nature. 518: 529-33. PMID 25719670 DOI: 10.1038/Nature14236 |
0.531 |
|
2014 |
He Y, Kavukcuoglu K, Wang Y, Szlam A, Qi Y. Unsupervised feature learning by Deep Sparse Coding Siam International Conference On Data Mining 2014, Sdm 2014. 2: 902-910. DOI: 10.1137/1.9781611973440.103 |
0.742 |
|
2014 |
Mnih V, Heess N, Graves A, Kavukcuoglu K. Recurrent models of visual attention Advances in Neural Information Processing Systems. 3: 2204-2212. |
0.339 |
|
2013 |
Sermanet P, Kavukcuoglu K, Chintala S, Lecun Y. Pedestrian detection with unsupervised multi-stage feature learning Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3626-3633. DOI: 10.1109/CVPR.2013.465 |
0.791 |
|
2013 |
Mnih A, Kavukcuoglu K. Learning word embeddings efficiently with noise-contrastive estimation Advances in Neural Information Processing Systems. |
0.376 |
|
2012 |
Collobert R, Kavukcuoglu K, Farabet C. Implementing neural networks efficiently Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7700: 537-557. DOI: 10.1007/978-3-642-35289-8-28 |
0.322 |
|
2012 |
He Y, Qi Y, Kavukcuoglu K, Park H. Learning the dependency structure of latent factors Advances in Neural Information Processing Systems. 3: 2366-2374. |
0.373 |
|
2011 |
Farabet C, LeCun Y, Kavukcuoglu K, Martini B, Akselrod P, Talay S, Culurciello E. Large-scale FPGA-based convolutional networks Scaling Up Machine Learning: Parallel and Distributed Approaches. 399-419. DOI: 10.1017/CBO9781139042918.020 |
0.52 |
|
2011 |
Collobert R, Weston J, Bottou L, Karlen M, Kavukcuoglu K, Kuksa P. Natural language processing (almost) from scratch Journal of Machine Learning Research. 12: 2493-2537. |
0.329 |
|
2011 |
Henaff M, Jarrett K, Kavukcuoglu K, Lecun Y. Unsupervised learning of sparse features for scalable audio classification Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 681-686. |
0.793 |
|
2010 |
LeCun Y, Kavukcuoglu K, Farabet C. Convolutional networks and applications in vision Iscas 2010 - 2010 Ieee International Symposium On Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. 253-256. DOI: 10.1109/ISCAS.2010.5537907 |
0.53 |
|
2010 |
Kavukcuoglu K, Sermanet P, Boureau YL, Gregor K, Mathieu M, LeCun Y. Learning convolutional feature hierarchies for visual recognition Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010. |
0.728 |
|
2009 |
Qi Y, Collobert R, Kuksa P, Kavukcuoglu K, Weston J. Combining labeled and unlabeled data with word-class distribution learning International Conference On Information and Knowledge Management, Proceedings. 1737-1740. DOI: 10.1145/1645953.1646218 |
0.321 |
|
2009 |
Sermanet P, Kavukcuoglu K, LeCun Y. EBLearn: Open-source energy-based learning in C++ Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 693-697. DOI: 10.1109/ICTAI.2009.28 |
0.756 |
|
2009 |
Jarrett K, Kavukcuoglu K, Ranzato M, LeCun Y. What is the best multi-stage architecture for object recognition? Proceedings of the Ieee International Conference On Computer Vision. 2146-2153. DOI: 10.1109/ICCV.2009.5459469 |
0.725 |
|
2009 |
Kavukcuoglu K, Ranzato M, Fergus R, LeCun Y. Learning invariant features through topographic filter maps 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1605-1612. DOI: 10.1109/CVPRW.2009.5206545 |
0.768 |
|
2009 |
Hadsell R, Sermanet P, Ben J, Erkan A, Scoffier M, Kavukcuoglu K, Muller U, LeCun Y. Learning long-range vision for autonomous off-road driving Journal of Field Robotics. 26: 120-144. DOI: 10.1002/Rob.V26:2 |
0.706 |
|
2007 |
Hadsell R, Erkan A, Sermanet P, Ben J, Kavukcuoglu K, Muller U, LeCun Y. A multi-range vision strategy for autonomous offroad navigation Proceedings of the 13th Iasted International Conference On Robotics and Applications, Ra 2007 and Proceedings of the Iasted International Conference On Telematics. 457-463. |
0.726 |
|
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