Nicolas Courty

David Coeurjolly

Comput. Graph. Forum, May, 2024

Multimodal Supervised Contrastive Learning in Remote Sensing Downstream Tasks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds.

[BibT_eX]

[DOI]

Clément Bonet

Lucas Drumetz

CoRR, 2024

Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection.

[BibT_eX]

[DOI]

CoRR, 2024

Train Till You Drop: Towards Stable and Robust Source-Free Unsupervised 3D Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on 3D Vision, 2024

2023

Improving molecular representation learning with metric learning-enhanced optimal transport.

[BibT_eX]

[DOI]

Patterns, April, 2023

Learning to Generate Wasserstein Barycenters.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., April, 2023

Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal Transport with Adaptive Regularisation.

[BibT_eX]

[DOI]

CoRR, 2023

Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics.

[BibT_eX]

[DOI]

CoRR, 2023

Unbalanced Optimal Transport meets Sliced-Wasserstein.

[BibT_eX]

[DOI]

CoRR, 2023

Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2023

Match-And-Deform: Time Series Domain Adaptation Through Optimal Transport and Temporal Alignment.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Paul Berg

Minh-Tan Pham

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Spherical Sliced-Wasserstein.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Unbalanced CO-optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Time Series Alignment with Global Invariances.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

Efficient Gradient Flows in Sliced-Wasserstein Space.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

Generating Natural Adversarial Remote Sensing Images.

[BibT_eX]

[DOI]

Jean-Christophe Burnel

Kilian Fatras

IEEE Trans. Geosci. Remote. Sens., 2022

Self-Supervised Learning for Scene Classification in Remote Sensing: Current State of the Art and Perspectives.

[BibT_eX]

[DOI]

Paul Berg

Minh-Tan Pham

Remote. Sens., 2022

Wasserstein Adversarial Regularization for Learning With Label Noise.

[BibT_eX]

[DOI]

Kilian Fatras

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Optimal transport for conditional domain matching and label shift.

[BibT_eX]

[DOI]

Mach. Learn., 2022

Metric Learning-enhanced Optimal Transport for Biochemical Regression Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2022

Template based Graph Neural Network with Optimal Transport Distances.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Aligning individual brains with fused unbalanced Gromov Wasserstein.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Semi-relaxed Gromov-Wasserstein divergence and applications on graphs.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

POT: Python Optimal Transport.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

Sliced-Wasserstein Gradient Flows.

[BibT_eX]

[DOI]

CoRR, 2021

Subspace Detours Meet Gromov-Wasserstein.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-relaxed Gromov Wasserstein divergence with applications on graphs.

[BibT_eX]

[DOI]

CoRR, 2021

Factored couplings in multi-marginal optimal transport via difference of convex programming.

[BibT_eX]

[DOI]

CoRR, 2021

Minibatch optimal transport distances; analysis and applications.

[BibT_eX]

[DOI]

CoRR, 2021

Subspace Detours Meet Gromov-Wasserstein.

[BibT_eX]

[DOI]

Algorithms, 2021

Online Graph Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Unbalanced minibatch Optimal Transport; applications to Domain Adaptation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2020

An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images.

[BibT_eX]

[DOI]

Vivien Seguy

Comput. Vis. Image Underst., 2020

Representation Transfer by Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2020

Match and Reweight Strategy for Generalized Target Shift.

[BibT_eX]

[DOI]

CoRR, 2020

Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN.

[BibT_eX]

[DOI]

Jean-Christophe Burnel

Kilian Fatras

CoRR, 2020

Fused Gromov-Wasserstein Distance for Structured Objects.

[BibT_eX]

[DOI]

Algorithms, 2020

CO-Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Cycle Gan Approach for Heterogeneous Domain Adaptation in Land Use Classification.

[BibT_eX]

[DOI]

Claire Voreiter

Jean-Christophe Burnel

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Learning with minibatch Wasserstein : asymptotic and gradient properties.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Contextual Semantic Interpretability.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Skeletal mesh animation driven by few positional constraints.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2019

Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise.

[BibT_eX]

[DOI]

CoRR, 2019

End-to-end Learning for Early Classification of Time Series.

[BibT_eX]

[DOI]

CoRR, 2019

Kinematics in the metric space.

[BibT_eX]

[DOI]

Comput. Graph., 2019

Sliced Gromov-Wasserstein.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Optimal Transport for structured data with application on graphs.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Optimal Transport for Multi-source Domain Adaptation under Target Shift.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Wasserstein discriminant analysis.

[BibT_eX]

[DOI]

Mach. Learn., 2018

Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties.

[BibT_eX]

[DOI]

CoRR, 2018

Optimal Transport for structured data.

[BibT_eX]

[DOI]

CoRR, 2018

Wasserstein Distance Measure Machines.

[BibT_eX]

[DOI]

CoRR, 2018

Detecting Animals in Repeated UAV Image Acquisitions by Matching CNN Activations with Optimal Transport.

[BibT_eX]

[DOI]

Benjamin Kellenberger

Diego Marcos

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Large Scale Optimal Transport and Mapping Estimation.

[BibT_eX]

[DOI]

Vivien Seguy

Proceedings of the 6th International Conference on Learning Representations, 2018

Learning Wasserstein Embeddings.

[BibT_eX]

[DOI]

Mélanie Ducoffe

Proceedings of the 6th International Conference on Learning Representations, 2018

DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Benjamin Kellenberger

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Optimal Transport for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Data Dependent Kernel Approximation using Pseudo Random Fourier Features.

[BibT_eX]

[DOI]

Philippe-Henri Gosselin

CoRR, 2017

Joint distribution optimal transportation for domain adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Hyperspectral and multispectral wasserstein barycenter for image fusion.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Randomized nonlinear component analysis for dimensionality reduction of hyperspectral images.

[BibT_eX]

[DOI]

Romain Tavenard

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Joint Anomaly Detection and Spectral Unmixing for Planetary Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions.

[BibT_eX]

[DOI]

CoRR, 2016

Supervised planetary unmixing with optimal transport.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Mapping Estimation for Discrete Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Optimal spectral transportation with application to music transcription.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Unsupervised classifier selection approach for hyperspectral image classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Optimal transport for data fusion in remote sensing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A new penalisation term for image retrieval in clique neural networks.

[BibT_eX]

[DOI]

Romain Huet

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Generalized conditional gradient: analysis of convergence and applications.

[BibT_eX]

[DOI]

Alain Rakotomamonjy

CoRR, 2015

Multitemporal classification without new labels: A solution with optimal transport.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Unsupervised dense crowd detection by multiscale texture analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Using the Agoraset dataset: Assessing for the quality of crowd video analysis methods.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Optimal crowd editing.

[BibT_eX]

[DOI]

Pierre Allain

Graph. Model., 2014

Domain Adaptation with Regularized Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Network-Based Correlated Correspondence for Unsupervised Domain Adaptation of Hyperspectral Satellite Images.

[BibT_eX]

[DOI]

Julien Rebetez

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An end-member based ordering relation for the morphological description of hyperspectral images.

[BibT_eX]

[DOI]

Erchan Aptoula

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Spatiotemporal coupling with the 3D+t motion Laplacian.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2013

Mitosis detection in breast cancer histological images with mathematical morphology.

[BibT_eX]

[DOI]

Erchan Aptoula

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A Kernel View on Manifold Sub-sampling Based on Karcher Variance Optimization.

[BibT_eX]

[DOI]

Thomas Burger

Proceedings of the Geometric Science of Information - First International Conference, 2013

Ground Truth for Pedestrian Analysis and Application to Camera Calibration.

[BibT_eX]

[DOI]

Clement Creusot

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).

[BibT_eX]

[DOI]

, 2013

2012

Geodesic Analysis on the Gaussian RKHS Hypersphere.

[BibT_eX]

[DOI]

Thomas Burger

Pierre-François Marteau

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Fast Motion Retrieval with the Distance Input Space.

[BibT_eX]

[DOI]

Proceedings of the Motion in Games - 5th International Conference, 2012

Classwise hyperspectral image classification with PerTurbo method.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A classwise supervised ordering approach for morphology based hyperspectral image classification.

[BibT_eX]

[DOI]

Erchan Aptoula

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.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2011

PerTurbo: A New Classification Algorithm Based on the Spectrum Perturbations of the Laplace-Beltrami Operator.

[BibT_eX]

[DOI]

Thomas Burger

Johann Laurent

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010

Conditional stochastic simulation for character animation.

[BibT_eX]

[DOI]

Anne Cuzol

Comput. Animat. Virtual Worlds, 2010

Why Is the Creation of a Virtual Signer Challenging Computer Animation?

[BibT_eX]

[DOI]

Proceedings of the Motion in Games - Third International Conference, 2010

2009

Motion Compression using Principal Geodesics Analysis.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2009

A Combined Semantic and Motion Capture Database for Real-Time Sign Language Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Virtual Agents, 9th International Conference, 2009

A Database Architecture for Real-Time Motion Retrieval.

[BibT_eX]

[DOI]

Charly Awad

Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Crowd Flow Characterization with Optimal Control Theory.

[BibT_eX]

[DOI]

Pierre Allain

Proceedings of the Computer Vision, 2009

2008

Accelerating 3D Non-Rigid Registration Using Graphics Hardware.

[BibT_eX]

[DOI]

Pierre Hellier

Int. J. Image Graph., 2008

Evaluating Data-Driven Style Transformation for Gesturing Embodied Agents.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Virtual Agents, 8th International Conference, 2008

Bilateral human motion filtering.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Inverse Kinematics Using Sequential Monte Carlo Methods.

[BibT_eX]

[DOI]

Elise Arnaud

Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007

Crowd motion capture.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2007

Data-Driven Animation of Crowds.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Exact Principal Geodesic Analysis for data on SO(3).

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Temporal alignment of communicative gesture sequences.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2006

Virtual humanoids endowed with expressive communication gestures : the HuGEx project.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

2005

Captured Motion Data Processing for Real Time Synthesis of Sign Language.

[BibT_eX]

[DOI]

Proceedings of the Gesture in Human-Computer Interaction and Simulation, 2005

Simulation of large crowds in emergency situations including gaseous phenomena.

[BibT_eX]

[DOI]

Soraia Raupp Musse

Proceedings of the Computer Graphics International 2005, 2005

2003

A Cinematography System for Virtual Storytelling.

[BibT_eX]

[DOI]

Proceedings of the Virtual Storytelling; Using Virtual Reality Technologies for Storytelling, 2003

Embodied in a Look: Bridging the Gap between Humans and Avatars.

[BibT_eX]

[DOI]

Gaspard Breton

Danielle Pelé

Proceedings of the Intelligent Agents, 4th International Workshop, 2003

Visual perception based on salient features.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

A new application for saliency maps: synthetic vision of autonomous actors.

[BibT_eX]

[DOI]

Bruno Arnaldi

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

Controlling a camera in a virtual environment.

[BibT_eX]

[DOI]

Vis. Comput., 2002

2001

Computer Animation: a new Application for Image-based Visual Servoing.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

Through-the-eyes control of a virtual humanoid.

[BibT_eX]

[DOI]

Bruno Arnaldi

Proceedings of the Fourteenth Conference on Computer Animation, 2001

2000

Image-Based Virtual Camera Motion Strategies.

[BibT_eX]

[DOI]