Koray Kavukcuoglu, Ph.D. - Publications

Affiliations: 
2010 Computer Science New York University, New York, NY, United States 
Area:
machine learning, computational neuroscience, computer vision

26 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

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  0.76
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  0.76
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  0.52
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  0.44
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  0.96
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  0.96
2015 Desjardins G, Simonyan K, Pascanu R, Kavukcuoglu K. Natural neural networks Advances in Neural Information Processing Systems. 2015: 2071-2079.  0.96
2015 Jaderberg M, Simonyan K, Zisserman A, Kavukcuoglu K. Spatial transformer networks Advances in Neural Information Processing Systems. 2015: 2017-2025.  0.96
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  0.96
2014 Mnih V, Heess N, Graves A, Kavukcuoglu K. Recurrent models of visual attention Advances in Neural Information Processing Systems. 3: 2204-2212.  0.96
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  0.96
2013 Mnih A, Kavukcuoglu K. Learning word embeddings efficiently with noise-contrastive estimation Advances in Neural Information Processing Systems 0.96
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  0.96
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.  0.96
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  0.96
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.  0.96
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.  0.96
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  0.96
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 0.96
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  0.96
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  0.96
2009 Qi Y, Kuksa P, Collobert R, Sadamasa K, Kavukcuoglu K, Weston J. Semi-supervised sequence labeling with self-learned features Proceedings - Ieee International Conference On Data Mining, Icdm. 428-437. DOI: 10.1109/ICDM.2009.40  0.96
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  0.96
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  0.96
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.20276  0.96
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.  0.96
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