Pierre Sermanet, Ph.D.
Affiliations: | 2014 | Computer Science | New York University, New York, NY, United States |
Area:
machine learning, computational neuroscience, computer visionGoogle:
"Pierre Sermanet"Mean distance: 16.81 (cluster 17) | S | N | B | C | P |
Parents
Sign in to add mentor| Yann LeCun | grad student | 2014 | NYU | |
| (A Deep Learning Pipeline for Image Understanding and Acoustic Modeling.) | ||||
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Publications
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| Sermanet P, Kavukcuoglu K, Chintala S, et al. (2013) Pedestrian detection with unsupervised multi-stage feature learning Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3626-3633 |
| Sermanet P, Chintala S, Lecun Y. (2012) Convolutional neural networks applied to house numbers digit classification Proceedings - International Conference On Pattern Recognition. 3288-3291 |
| Sermanet P, Lecun Y. (2011) Traffic sign recognition with multi-scale convolutional networks Proceedings of the International Joint Conference On Neural Networks. 2809-2813 |
| Kavukcuoglu K, Sermanet P, Boureau YL, et al. (2010) 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 |
| Sermanet P, Kavukcuoglu K, LeCun Y. (2009) EBLearn: Open-source energy-based learning in C++ Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 693-697 |
| Hadsell R, Sermanet P, Ben J, et al. (2009) Learning long-range vision for autonomous off-road driving Journal of Field Robotics. 26: 120-144 |
| Sermanet P, Hadsell R, Scoffier M, et al. (2009) A multirange architecture for collision-free off-road robot navigation Journal of Field Robotics. 26: 52-87 |
| Sermanet P, Hadsell R, Scoffier M, et al. (2009) 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 |
| Hadsell R, Erkan A, Sermanet P, et al. (2008) 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 |
| Sermanet P, Hadsell R, Scoffier M, et al. (2008) 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 |