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François Fleuret
François Fleuret
University of Geneva
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Fast binary feature selection with conditional mutual information.
F Fleuret
Journal of Machine learning research 5 (9), 2004
13662004
Multiple object tracking using k-shortest paths optimization
J Berclaz, F Fleuret, E Turetken, P Fua
IEEE transactions on pattern analysis and machine intelligence 33 (9), 1806-1819, 2011
12922011
Transformers are rnns: Fast autoregressive transformers with linear attention
A Katharopoulos, A Vyas, N Pappas, F Fleuret
International conference on machine learning, 5156-5165, 2020
11212020
Multicamera people tracking with a probabilistic occupancy map
F Fleuret, J Berclaz, R Lengagne, P Fua
IEEE transactions on pattern analysis and machine intelligence 30 (2), 267-282, 2007
10522007
Not all samples are created equal: Deep learning with importance sampling
A Katharopoulos, F Fleuret
International conference on machine learning, 2525-2534, 2018
4942018
Coarse-to-fine face detection
F Fleuret, D Geman
International Journal of computer vision 41, 85-107, 2001
3942001
Tracking multiple people under global appearance constraints
HB Shitrit, J Berclaz, F Fleuret, P Fua
2011 International conference on computer vision, 137-144, 2011
3202011
Robust people tracking with global trajectory optimization
J Berclaz, F Fleuret, P Fua
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
2932006
Social scene understanding: End-to-end multi-person action localization and collective activity recognition
T Bagautdinov, A Alahi, F Fleuret, P Fua, S Savarese
Proceedings of the IEEE conference on computer vision and pattern …, 2017
2612017
Full-gradient representation for neural network visualization
S Srinivas, F Fleuret
Advances in neural information processing systems 32, 2019
2522019
Multi-commodity network flow for tracking multiple people
HB Shitrit, J Berclaz, F Fleuret, P Fua
IEEE transactions on pattern analysis and machine intelligence 36 (8), 1614-1627, 2013
2172013
Exact acceleration of linear object detectors
C Dubout, F Fleuret
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
1992012
Multiple object tracking using flow linear programming
J Berclaz, F Fleuret, P Fua
Performance Evaluation of Tracking and Surveillance (PETS-Winter), 2009 …, 2009
1812009
Knowledge transfer with jacobian matching
S Srinivas, F Fleuret
International Conference on Machine Learning, 4723-4731, 2018
1742018
Scalable metric learning via weighted approximate rank component analysis
C Jose, F Fleuret
Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016
1662016
Comparing machines and humans on a visual categorization test
F Fleuret, T Li, C Dubout, EK Wampler, S Yantis, D Geman
Proceedings of the National Academy of Sciences 108 (43), 17621-17625, 2011
1652011
Fast transformers with clustered attention
A Vyas, A Katharopoulos, F Fleuret
Advances in Neural Information Processing Systems 33, 21665-21674, 2020
1432020
Wildtrack: A multi-camera hd dataset for dense unscripted pedestrian detection
T Chavdarova, P Baqué, S Bouquet, A Maksai, C Jose, T Bagautdinov, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1432018
Reducing noise in GAN training with variance reduced extragradient
T Chavdarova, G Gidel, F Fleuret, S Lacoste-Julien
Advances in Neural Information Processing Systems 32, 2019
1402019
Tracking interacting objects using intertwined flows
X Wang, E Türetken, F Fleuret, P Fua
IEEE transactions on pattern analysis and machine intelligence 38 (11), 2312 …, 2015
1372015
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