Paper-Conference

Domain Adaptation of Time Series through Optimal Transport and Temporal Alignment
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François Painblanc, Laëtitia Chapel, Nicolas Courty, Chloé Friguet, Charlotte Pelletier, Romain Tavenard
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SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation
Learning models on one labeled dataset that generalize well on another domain is a difficult task, as several shifts might happen …
Bjoern Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung Vu, Renaud Marlet, Nicolas Courty
Cite URL 3DV 2024
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation
Apprentissage contrastif multi-modal: Du pré-entrainement auto-supervisé à la classification supervisée.
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Paul Berg, Minh-Tan Pham, Nicolas Courty
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Domain Adaptation of Time Series through Optimal Transport and Temporal Alignment
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François Painblanc, Laëtitia Chapel, Nicolas Courty, Chloé Friguet, Charlotte Pelletier, Romain Tavenard
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Horospherical Learning with Smart Prototypes
Hyperbolic spaces have emerged as an effective manifold to learn representations due to their ability to efficiently represent …
Paul Berg, Björn Michele, Minh-Tan Pham, Laetitia Chapel, Nicolas Courty
Cite BMVC 2024
Horospherical Learning with Smart Prototypes
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation
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Björn Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung Vu, Renaud Marlet, Nicolas Courty
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Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
We tackle the challenging problem of source-free unsupervised domain adaptation (SFUDA) for 3D semantic segmentation. It amounts to …
Björn Michele, Alexandre Boulch, Tuan-Hung Vu, Gilles Puy, Renaud Marlet, Nicolas Courty
Cite Code URL ECCV 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics
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Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty
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Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein
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Hugues Van Assel, Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Nicolas Courty
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Optimal Transport with Adaptive Regularisation
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Hugues Van Assel, Titouan Vayer, Remi Flamary, Nicolas Courty
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