Clement Farabet
TitleCited byYear
Learning hierarchical features for scene labeling
C Farabet, C Couprie, L Najman, Y LeCun
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1915-1929, 2012
20152012
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
13882011
Convolutional networks and applications in vision
Y LeCun, K Kavukcuoglu, C Farabet
Proceedings of 2010 IEEE International Symposium on Circuits and Systems …, 2010
12552010
NeuFlow: A runtime reconfigurable dataflow processor for vision.
C Farabet, B Martini, B Corda, P Akselrod, E Culurciello, Y LeCun
CVPR Workshops, 109-116, 2011
3032011
Cnp: An fpga-based processor for convolutional networks
C Farabet, C Poulet, JY Han, Y LeCun
2009 International Conference on Field Programmable Logic and Applications …, 2009
2982009
Indoor semantic segmentation using depth information
C Couprie, C Farabet, L Najman, Y LeCun
arXiv preprint arXiv:1301.3572, 2013
2842013
Hardware accelerated convolutional neural networks for synthetic vision systems.
C Farabet, B Martini, P Akselrod, S Talay, Y LeCun, E Culurciello
ISCAS 2010, 257-260, 2010
2262010
Scene parsing with multiscale feature learning, purity trees, and optimal covers
C Farabet, C Couprie, L Najman, Y LeCun
arXiv preprint arXiv:1202.2160, 2012
1942012
Large-scale FPGA-based convolutional networks
C Farabet, Y LeCun, K Kavukcuoglu, E Culurciello, B Martini, P Akselrod, ...
Scaling up Machine Learning: Parallel and Distributed Approaches, 399-419, 2011
942011
NeuFlow: Dataflow vision processing system-on-a-chip
PH Pham, D Jelaca, C Farabet, B Martini, Y LeCun, E Culurciello
2012 IEEE 55th International Midwest Symposium on Circuits and Systems …, 2012
822012
An fpga-based stream processor for embedded real-time vision with convolutional networks
C Farabet, C Poulet, Y LeCun
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009
622009
Tracking with deep neural networks
J Jin, A Dundar, J Bates, C Farabet, E Culurciello
2013 47th Annual Conference on Information Sciences and Systems (CISS), 1-5, 2013
402013
Comparison between frame-constrained fix-pixel-value and frame-free spiking-dynamic-pixel convNets for visual processing
C Farabet, R Paz, J Pérez-Carrasco, C Zamarreño, A Linares-Barranco, ...
Frontiers in neuroscience 6, 32, 2012
392012
Visual tracking and lidar relative positioning for automated launch and recovery of an unmanned rotorcraft from ships at sea
M Garratt, H Pota, A Lambert, S ECKERSLEY‐MASLIN, C Farabet
Naval Engineers Journal 121 (2), 99-110, 2009
382009
Runtime reconfigurable dataflow processor
C Farabet, Y LeCun
US Patent App. 13/479,742, 2012
36*2012
Convolutional nets and watershed cuts for real-time semantic labeling of rgbd videos
C Couprie, C Farabet, L Najman, Y Lecun
The Journal of Machine Learning Research 15 (1), 3489-3511, 2014
272014
Causal graph-based video segmentation
C Couprie, C Farabet, Y LeCun, L Najman
2013 IEEE International Conference on Image Processing, 4249-4253, 2013
252013
Implementing neural networks efficiently
R Collobert, K Kavukcuoglu, C Farabet
Neural Networks: Tricks of the Trade, 537-557, 2012
222012
Towards real-time image understanding with convolutional networks
C Farabet
182013
Toward real-time indoor semantic segmentation using depth information
C Couprie, C Farabet, L Najman, Y LeCun
Journal of Machine Learning Research, 2014
92014
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Articles 1–20