François Fleuret
Orcid: 0000-0001-9457-7393Affiliations:
- EPFL, Idiap Research Institute
According to our database1,
François Fleuret
authored at least 157 papers
between 2000 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on twitter.com
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on orcid.org
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on idiap.ch
On csauthors.net:
Bibliography
2025
2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Trans. Mach. Learn. Res., 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Human control redressed: Comparing AI and human predictability in a real-effort task.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
CoRR, 2022
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Borrowing from yourself: Faster future video segmentation with partial channel update.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
CoRR, 2021
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability.
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Pattern Anal. Appl., 2017
Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Multim. Tools Appl., 2016
J. Mach. Learn. Res., 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Proceedings of the Person Re-Identification, 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Sixth Asian Conference on Machine Learning, 2014
Proceedings of the Sixth Asian Conference on Machine Learning, 2014
LETHA: Learning from High Quality Inputs for 3D Pose Estimation in Low Quality Images.
Proceedings of the 2nd International Conference on 3D Vision, 2014
2013
Pattern Recognit. Lett., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the British Machine Vision Conference, 2013
2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
A tree-based distance between distributions: Application to classification of neurons.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proc. Natl. Acad. Sci. USA, 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Classification-Based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Principled Detection-by-Classification From Multiple Views.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the Computer Vision, 2008
2007
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
Proceedings of the British Machine Vision Conference 2007, 2007
2006
CoRR, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005
2004
J. Mach. Learn. Res., 2004
Automatic textual annotation of video news based on semantic visual object extraction.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004
Proceedings of the British Machine Vision Conference, 2004
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
2001
2000