Nicolas Courty
Orcid: 0000-0003-1353-0126
According to our database1,
Nicolas Courty
authored at least 124 papers
between 2000 and 2024.
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Bibliography
2024
IEEE Geosci. Remote. Sens. Lett., 2024
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection.
CoRR, 2024
2023
Improving molecular representation learning with metric learning-enhanced optimal transport.
Patterns, April, 2023
Trans. Mach. Learn. Res., 2023
Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein.
CoRR, 2023
Proceedings of the Topological, 2023
Match-And-Deform: Time Series Domain Adaptation Through Optimal Transport and Temporal Alignment.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 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
Joint Multi-Modal Self-Supervised Pre-Training in Remote Sensing: Application to Methane Source Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Self-Supervised Learning for Scene Classification in Remote Sensing: Current State of the Art and Perspectives.
Remote. Sens., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Mach. Learn., 2022
Metric Learning-enhanced Optimal Transport for Biochemical Regression Domain Adaptation.
CoRR, 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
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Factored couplings in multi-marginal optimal transport via difference of convex programming.
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data.
Frontiers Comput. Neurosci., 2020
An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images.
Comput. Vis. Image Underst., 2020
Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
2019
Comput. Animat. Virtual Worlds, 2019
Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise.
CoRR, 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 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties.
CoRR, 2018
Detecting Animals in Repeated UAV Image Acquisitions by Matching CNN Activations with Optimal Transport.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Randomized nonlinear component analysis for dimensionality reduction of hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions.
CoRR, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
CoRR, 2015
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
2014
PerTurbo Manifold Learning Algorithm for Weakly Labeled Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Pattern Recognit. Lett., 2014
Using the Agoraset dataset: Assessing for the quality of crowd video analysis methods.
Pattern Recognit. Lett., 2014
SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding.
Mach. Learn., 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Network-Based Correlated Correspondence for Unsupervised Domain Adaptation of Hyperspectral Satellite Images.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
An end-member based ordering relation for the morphological description of hyperspectral images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Comput. Animat. Virtual Worlds, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the Geometric Science of Information - First International Conference, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Contributions aux schémas d'Analyse/Synthèse en Animation par ordinateur. (Contributions to Analysis/Synthesis Schemes in Computer Animation).
, 2013
2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the Motion in Games - 5th International Conference, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A classwise supervised ordering approach for morphology based hyperspectral image classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
The <i>SignCom</i> system for data-driven animation of interactive virtual signers: Methodology and Evaluation.
ACM Trans. Interact. Intell. Syst., 2011
PerTurbo: A New Classification Algorithm Based on the Spectrum Perturbations of the Laplace-Beltrami Operator.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
2010
Comput. Animat. Virtual Worlds, 2010
Proceedings of the Motion in Games - Third International Conference, 2010
2009
A Combined Semantic and Motion Capture Database for Real-Time Sign Language Synthesis.
Proceedings of the Intelligent Virtual Agents, 9th International Conference, 2009
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009
Proceedings of the Computer Vision, 2009
2008
Int. J. Image Graph., 2008
Proceedings of the Intelligent Virtual Agents, 8th International Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008
2007
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Comput. Animat. Virtual Worlds, 2006
Virtual humanoids endowed with expressive communication gestures : the HuGEx project.
Proceedings of the IEEE International Conference on Systems, 2006
2005
Proceedings of the Gesture in Human-Computer Interaction and Simulation, 2005
Proceedings of the Computer Graphics International 2005, 2005
2003
Proceedings of the Virtual Storytelling; Using Virtual Reality Technologies for Storytelling, 2003
Proceedings of the Intelligent Agents, 4th International Workshop, 2003
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
2001
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
Proceedings of the Fourteenth Conference on Computer Animation, 2001
2000
Proceedings of the Graphics Interface 2000 Conference, 2000