Pierre Sermanet

Google Publications

Previous Publications


    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)


    Pedestrian detection with unsupervised multi-stage feature learning

    Pierre Sermanet, Koray Kavukcuoglu, Soumith Chintala, Yann LeCun

    Computer Vision and Pattern Recognition (CVPR) (2013)


    Convolutional Neural Networks Applied to House Numbers Digit Classification

    Pierre Sermanet, Soumith Chintala, Yann LeCun

    International Conference on Pattern Recognition (ICPR) (2012)


    Traffic sign recognition with multi-scale convolutional networks

    Pierre Sermanet, Yann LeCun

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


    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)


    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)


    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)