@incollection{sermanet-cvpr-2013,
title = {Pedestrian Detection with Unsupervised Multi-Stage Feature Learning},
author = {P. Sermanet and K. Kavukcuoglu and S. Chintala and Y. LeCun},
booktitle = {Proc. International Conference on Computer Vision and Pattern Recognition (CVPR'13)},
publisher = {IEEE},
year = {2013}
}
@incollection{collobert-torch-2012,
title = {Implementing Neural Networks Efficiently},
author = {R. Collobert and K. Kavukcuoglu and C. Farabet},
booktitle = {Neural Networks: Tricks of the Trade},
publisher = {Springer},
editor = {G. Montavon and G. Orr and K-R. Muller},
year = {2012}
}
@inproceedings{ yunlong-nips-12,
original = "orig/yunlong-nips-12.pdf",
author = "Yunlong He and Yanjun Qi and Koray Kavukcuoglu and Haesun Park",
title = "Learning the Dependency Structure of Latent Factors",
booktitle = "Advances in Neural Information Processing Systems (NIPS 2012)",
year = "2012",
}
@inproceedings{bib-kumar-icml-12,
title = "A Binary Classification Framework for Two Stage Multiple Kernel Learning",
author = "Abhishek Kumar and Alexandru Niculescu-Mizil and Koray Kavukcuoglu and Hal Daume III",
booktitle = "Proceedings of the International Conference on Machine Learning",
year = "2012"}
@article{bib-collobert-jmlr-11,
title = "Natural Language Processing (Almost) from Scratch",
author = "R. Collobert and J. Weston and L. Bottou and M. Karlen and K. Kavukcuoglu and P. Kuksa",
journal = "Journal of Machine Learning Research",
volume = "12",
pages = "2493--2537",
year = "2011"}
@inproceedings{ henaff-ismir-11,
title = "Unsupervised Learning of Sparse Features for Scalable Audio Classification",
author = "Henaff, Mikael and Jarrett, Kevin and Kavukcuoglu, Koray and LeCun, Yann",
booktitle = "Proceedings of International Symposium on Music Information Retrieval (ISMIR'11)",
year = "2011"
}
@bookchapter{ farabet-suml-11,
title = "Large-Scale FPGA-based Convolutional Networks",
author = "Farabet, Cl\'ement and LeCun, Yann and Kavukcuoglu, Koray and Culurciello, Eugenio and Martini, Berin and Akselrod, Polina and Talay, Selcuk",
booktitle = "Scaling up Machine Learning: Parallel and Distributed Approaches",
editor = "Bekkerman, Ron and Bilenko, Mikhail and Langford, John",
publisher = "Cambridge University Press",
year = "2011"
}
@phdthesis{ koray-phd-thesis-11,
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/KavukcuogluPhDThesis.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/KavukcuogluPhDThesis.djvu",
author = "Koray Kavukcuoglu",
title = "Learning Feature Hierarchies for Object Recognition ",
school = "New York University",
address = "New York City, New York",
month = "January",
year = "2011"
}
@inproceedings{ koray-nips-10,
original = "orig/koray-nips-10.pdf",
author = "Kavukcuoglu, Koray and Sermanet, Pierre and Boureau, {Y-Lan} and Gregor, Karol and Mathieu, {Micha\"el} and LeCun, Yann",
title = "Learning Convolutional Feature Hierachies for Visual Recognition",
booktitle = "Advances in Neural Information Processing Systems (NIPS 2010)",
year = "2010",
urlpdf="http://cs.nyu.edu/\~{}koray/publis/koray-nips-10.pdf",
urldjvu="http://cs.nyu.edu/\~{}koray/publis/koray-nips-10.djvu"
}
@article { szlam-convmp-10,
title = "Convolutional Matching Pursuit and Dictionary Training",
author = "Arthur Szlam and Koray Kavukcuoglu and Yann LeCun",
year = "2010",
urlarxiv= "http://arxiv.org/abs/1010.0422",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/aszlam-convmp-2010.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/aszlam-convmp-2010.djvu",
}
@inproceedings { lecun-iscas-10,
title = "Convolutional Networks and Applications in Vision",
author = "Lecun, Yann and Kavukcuoglu, Koray and Farabet, Cl\'ement",
booktitle="Proc. International Symposium on Circuits and Systems (ISCAS'10)",
publisher = "IEEE",
year = "2010",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/lecun-iscas-10.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/lecun-iscas-10.djvu"
}
@inproceedings { qi-icdm-09,
title = "Semi-Supervised Sequence Labeling with Self-Learned Features",
author = "Qi, Yanjun and Kuksa, Pavel P. and Collobert, Ronan and Sadamasa, Kunihiko and Kavukcuoglu, Koray and Weston, Jason",
booktitle="Proc. International Conference on Data Mining (ICDM'09)",
publisher = "IEEE",
year = "2009",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/qi-icdm-09.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/qi-icdm-09.djvu"
}
@inproceedings { jarrett-iccv-09,
title = "What is the Best Multi-Stage Architecture for Object Recognition?",
author = "Jarrett, Kevin and Kavukcuoglu, Koray and Ranzato, Marc'Aurelio and LeCun, Yann",
booktitle = "Proc. International Conference on Computer Vision (ICCV'09)",
publisher = "IEEE",
year = "2009",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/jarrett-iccv-09.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/jarrett-iccv-09.djvu",
urlcode = "http://cs.nyu.edu/\~{}koray/wp/?page_id=29"
}
@inproceedings { koray-cvpr-09,
title = "Learning Invariant Features through Topographic Filter Maps",
author = "Kavukcuoglu, Koray and Ranzato, Marc'Aurelio and Fergus, Rob and LeCun, Yann",
booktitle = "Proc. International Conference on Computer Vision and Pattern Recognition (CVPR'09)",
publisher = "IEEE",
year = "2009",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/koray-cvpr-09.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/koray-cvpr-09.djvu",
urlcode = "http://cs.nyu.edu/\~{}koray/wp/?page_id=29"
}
@inproceedings { qi-cikm-09,
title = "Combining Labeled and Unlabeled Data with Word-Class Distribution Learning",
author = "Qi, Yanjun and Collobert, Ronan and Kuksa, Pavel P. and Kavukcuoglu, Koray and Weston, Jason",
booktitle="Proceedings of the ACM Conference on Information and Knowledge Management (CIKM'09)",
publisher = "ACM",
year = "2009",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/qi-cikm-09.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/qi-cikm-09.djvu"
}
@inproceedings { sermanet-ictai-09,
title = "EBLearn: Open-Source Energy-Based Learning in C++",
author = "Sermanet, Pierre and Kavukcuoglu, Koray and LeCun, Yann",
booktitle="Proceedings of the International Conference on Tools with Artificial Intelligence (ICTAI'09)",
publisher = "IEEE",
year = "2009",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/sermanet-ictai-09.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/sermanet-ictai-09.djvu"
}
@techreport { koray-psd-08,
title = "Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition",
author = "Kavukcuoglu, Koray and Ranzato, Marc'Aurelio and LeCun, Yann",
institution = "Computational and Biological Learning Lab, Courant Institute, NYU",
number = "CBLL-TR-2008-12-01",
year = "2008",
urlarxiv= "http://arxiv.org/abs/1010.3467",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/koray-psd-08.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/koray-psd-08.djvu",
urlposter= "http://cs.nyu.edu/\~{}koray/publis/koray-psd-08-nips_ws_poster.pdf",
urlcode = "http://cs.nyu.edu/\~{}koray/wp/?page_id=29"
}
@article{ hadsell-jfr-09,
title = "Learning Long-Range Vision for Autonomous Off-Road Driving",
author = "Hadsell, Raia and Sermanet, Pierre and Scoffier, Marco and Erkan, Ayse and Kavukcuoglu, Koray and Muller, Urs and LeCun, Yann",
journal = "Journal of Field Robotics",
volume = "26",
number = "2",
month = "February",
pages = "120-144",
year = "2009",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/hadsell-jfr-09.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/hadsell-jfr-09.djvu"
}
@inproceedings{ hadsell-ra-07,
title = "A Multi-Range Vision Strategy for Autonomous Offroad Navigation",
author = "Hadsell, Raia and Erkan, Ayse and Sermanet, Pierre and Ben, Jan and Kavukcuoglu, Koray and Muller, Urs and LeCun, Yann",
booktitle = "Proc. Robotics and Applications (RA'07)",
year = "2007",
urlpdf = "http://cs.nyu.edu/\~{}koray/publis/hadsell-ra-07.pdf",
urldjvu = "http://cs.nyu.edu/\~{}koray/publis/hadsell-ra-07.djvu"
}