Pierre Sermanet

Google Publications

Previous Publications

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    Overfeat: Integrated recognition, localization and detection using convolutional networks

    Pierre Sermanet, David Eigen, Xiang Zhang, Michael Mathieu, Rob Fergus, Yann LeCun

    International Conference on Learning Representations (ICLR) (2014)

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    Pedestrian detection with unsupervised multi-stage feature learning

    Pierre Sermanet, Koray Kavukcuoglu, Soumith Chintala, Yann LeCun

    Computer Vision and Pattern Recognition (CVPR) (2013)

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    Convolutional Neural Networks Applied to House Numbers Digit Classification

    Pierre Sermanet, Soumith Chintala, Yann LeCun

    International Conference on Pattern Recognition (ICPR) (2012)

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    Traffic sign recognition with multi-scale convolutional networks

    Pierre Sermanet, Yann LeCun

    International Joint Conference on Neural Networks (IJCNN) (2011)

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    Learning convolutional feature hierarchies for visual recognition

    Koray Kavukcuoglu, Pierre Sermanet, Y-Lan Boureau, Karol Gregor, Michael Mathieu, Yann LeCun

    Neural Information Processing Systems (NIPS) (2010)

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    A multirange architecture for collision‐free off‐road robot navigation

    Pierre Sermanet, Raia Hadsell, Marco Scoffier, Matt Grimes, Jan Ben, Ayse Erkan, Chris Crudele, Urs Muller, Yann LeCun

    Journal of Field Robotics (2009)

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    Learning long‐range vision for autonomous off‐road driving

    Raia Hadsell, Pierre Sermanet, Jan Ben, Ayse Erkan, Marco Scoffier, Koray Kavukcuoglu, Urs Muller, Yann LeCun

    Journal of Field Robotics (2009)