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François Fleuret
François Fleuret
University of Geneva
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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
19402020
Fast binary feature selection with conditional mutual information
F Fleuret
Journal of Machine learning research 5 (Nov), 1531-1555, 2004
14292004
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
13612011
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
11242007
Not all samples are created equal: Deep learning with importance sampling
A Katharopoulos, F Fleuret
International conference on machine learning, 2525-2534, 2018
6322018
Coarse-to-fine face detection
F Fleuret, D Geman
International Journal of computer vision 41, 85-107, 2001
3972001
Full-gradient representation for neural network visualization
S Srinivas, F Fleuret
Advances in neural information processing systems 32, 2019
3412019
Tracking multiple people under global appearance constraints
HB Shitrit, J Berclaz, F Fleuret, P Fua
2011 International conference on computer vision, 137-144, 2011
3272011
Robust people tracking with global trajectory optimization
J Berclaz, F Fleuret, P Fua
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
3002006
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
2912017
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
2292013
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
2142018
Geonerf: Generalizing nerf with geometry priors
MM Johari, Y Lepoittevin, F Fleuret
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2132022
Knowledge transfer with jacobian matching
S Srinivas, F Fleuret
International Conference on Machine Learning, 4723-4731, 2018
2002018
Exact acceleration of linear object detectors
C Dubout, F Fleuret
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
1982012
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
1922011
Transformers are sample-efficient world models
V Micheli, E Alonso, F Fleuret
arXiv preprint arXiv:2209.00588, 2022
1872022
Fast transformers with clustered attention
A Vyas, A Katharopoulos, F Fleuret
Advances in Neural Information Processing Systems 33, 21665-21674, 2020
1872020
Multiple object tracking using flow linear programming
J Berclaz, F Fleuret, P Fua
Performance Evaluation of Tracking and Surveillance (PETS-Winter), 2009 …, 2009
1842009
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
1732019
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Artículos 1–20