Pierre Sermanet, Ph.D. - Publications

Affiliations: 
2014 Computer Science New York University, New York, NY, United States 
Area:
machine learning, computational neuroscience, computer vision

15 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
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  0.753
2012 Sermanet P, Chintala S, Lecun Y. Convolutional neural networks applied to house numbers digit classification Proceedings - International Conference On Pattern Recognition. 3288-3291.  0.508
2011 Sermanet P, Lecun Y. Traffic sign recognition with multi-scale convolutional networks Proceedings of the International Joint Conference On Neural Networks. 2809-2813. DOI: 10.1109/IJCNN.2011.6033589  0.513
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 0.723
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  0.736
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  0.737
2009 Sermanet P, Hadsell R, Scoffier M, Grimes M, Ben J, Erkan A, Crudele C, Miller U, LeCun Y. A multirange architecture for collision-free off-road robot navigation Journal of Field Robotics. 26: 52-87. DOI: 10.1002/Rob.V26:1  0.684
2009 Sermanet P, Hadsell R, Scoffier M, Grimes M, Ben J, Erkan A, Crudele C, Miller U, LeCun Y. A multirange architecture for collision-free off-road robot navigation: Sermanet et al.: A Multirange and Collision-Free Navigation System Journal of Field Robotics. 26: 52-87. DOI: 10.1002/Rob.20270  0.685
2008 Hadsell R, Erkan A, Sermanet P, Scoffier M, Muller U, LeCun Y. Deep belief net learning in a long-range vision system for autonomous off-road driving 2008 Ieee/Rsj International Conference On Intelligent Robots and Systems, Iros. 628-633. DOI: 10.1109/IROS.2008.4651217  0.763
2008 Sermanet P, Hadsell R, Scoffier M, Muller U, LeCun Y. Mapping and planning under uncertainty in mobile robots with long-range perception 2008 Ieee/Rsj International Conference On Intelligent Robots and Systems, Iros. 2525-2530. DOI: 10.1109/IROS.2008.4651203  0.651
2008 Sermanet P, Scoffier M, Crudele C, Muller U, LeCun Y. Learning maneuver dictionaries for ground robot planning 39th International Symposium On Robotics, Isr 2008. 962-967.  0.684
2008 Hadsell R, Sermanet P, Erkan AN, Ben J, Han J, Flepp B, Muller U, LeCun Y. Online learning for offroad robots: Using spatial label propagation to learn long-range traversability Robotics: Science and Systems. 3: 17-23.  0.725
2007 Sermanet P, Hadsell R, Ben J, Erkan AN, Flepp B, Muller U, LeCun Y. Speed-range dilemmas for vision-based navigation in unstructured terrain Ifac Proceedings Volumes (Ifac-Papersonline). 6: 300-305. DOI: 10.3182/20070903-3-Fr-2921.00052  0.746
2007 Erkan AN, Hadsell R, Sermanet P, Ben J, Muller U, LeCun Y. Adaptive long range vision in unstructured terrain Ieee International Conference On Intelligent Robots and Systems. 2421-2426. DOI: 10.1109/IROS.2007.4399622  0.722
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.  0.765
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