Pierre Sermanet
Pierre Sermanet
Research Scientist, Google
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Going deeper with convolutions
C Szegedy, W Liu, Y Jia, P Sermanet, S Reed, D Anguelov, D Erhan, ...
[CVPR 2015] Computer Vision and Pattern Recognition, 2015
225782015
Overfeat: Integrated recognition, localization and detection using convolutional networks
P Sermanet, D Eigen, X Zhang, M Mathieu, R Fergus, Y LeCun
[ICLR 2014] International Conference on Learning Representations, 16, 2013
39412013
Pedestrian detection with unsupervised multi-stage feature learning
P Sermanet, K Kavukcuoglu, S Chintala, Y LeCun
Computer Vision and Pattern Recognition (CVPR 2013), 3626-3633, 2013
8242013
Traffic sign recognition with multi-scale convolutional networks
P Sermanet, Y LeCun
The 2011 International Joint Conference on Neural Networks, 2809-2813, 2011
6582011
Learning convolutional feature hierarchies for visual recognition
K Kavukcuoglu, P Sermanet, YL Boureau, K Gregor, M Mathieu, YL Cun
Advances in neural information processing systems, 1090-1098, 2010
5992010
Convolutional Neural Networks Applied to House Numbers Digit Classification
P Sermanet, S Chintala, Y LeCun
21st International Conference on Pattern Recognition (ICPR 2012), 3288-3291, 2012
4702012
Learning long‐range vision for autonomous off‐road driving
R Hadsell, P Sermanet, J Ben, A Erkan, M Scoffier, K Kavukcuoglu, ...
Journal of Field Robotics 26 (2), 120-144, 2009
3392009
Very deep convolutional networks for large-scale image recognition
S Karen, A Zisserman
arXiv preprint arXiv:1409.1556 1 (2), 2014
3042014
Time-Contrastive Networks: Self-Supervised Learning from Video
P Sermanet, C Lynch, Y Chebotar, J Hsu, E Jang, S Schaal, S Levine
[ICRA 2018] International Conference in Robotics and Automation + Deep …, 2017
194*2017
Attention for fine-grained categorization
P Sermanet, A Frome, E Real
[ICLR 2015] International Conference on Learning Representations Workshop, 2014
1342014
Deep belief net learning in a long-range vision system for autonomous off-road driving
R Hadsell, A Erkan, P Sermanet, M Scoffier, U Muller, Y LeCun
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2008
932008
Proceedings of the IEEE conference on computer vision and pattern recognition
C Szegedy, W Liu, Y Jia, P Sermanet, S Reed, D Anguelov, D Erhan, ...
IEEE, 2015
852015
Unsupervised Perceptual Rewards for Imitation Learning
P Sermanet, K Xu, S Levine
[RSS 2017] Robotics: Science and Systems + Deep Learning for Action and …, 2016
672016
Online learning for offroad robots: Using spatial label propagation to learn long-range traversability
R Hadsell, P Sermanet, J Ben, A Erkan, J Han, B Flepp, U Muller, ...
Proc. of Robotics: Science and Systems (RSS) 11, 32, 2007
532007
Going deeper with convolutions. arXiv 2014
C Szegedy, W Liu, Y Jia, P Sermanet, S Reed, D Anguelov, D Erhan, ...
arXiv preprint arXiv:1409.4842 1409, 2014
522014
Overfeat: Integrated recognition, localization and detection using convolutional networks. arXiv 2013
P Sermanet, D Eigen, X Zhang, M Mathieu, R Fergus, Y LeCun
arXiv preprint arXiv:1312.6229, 0
52
A multirange architecture for collision‐free off‐road robot navigation
P Sermanet, R Hadsell, M Scoffier, M Grimes, J Ben, A Erkan, C Crudele, ...
Journal of Field Robotics 26 (1), 52-87, 2009
472009
Mapping and planning under uncertainty in mobile robots with long-range perception
P Sermanet, R Hadsell, M Scoffier, U Muller, Y LeCun
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2008
472008
Eblearn: Open-source energy-based learning in c++
P Sermanet, K Kavukcuoglu, Y LeCun
2009 21st IEEE International Conference on Tools with Artificial …, 2009
352009
Temporal cycle-consistency learning
D Dwibedi, Y Aytar, J Tompson, P Sermanet, A Zisserman
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
272019
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