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authIdHal_s : guillaume-charpiat
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High-Resolution Semantic Labeling with Convolutional Neural Networks

Emmanuel Maggiori , Yuliya Tarabalka , Guillaume Charpiat , Pierre Alliez
IEEE Transactions on Geoscience and Remote Sensing, 2017
Journal articles hal-01393279v1
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Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior

Emmanuel Maggiori , Yuliya Tarabalka , Guillaume Charpiat
26th British Machine Vision Conference, Sep 2015, Swansea, United Kingdom
Conference papers hal-01182776v1

SPI-DNA: End-to-end Deep Learning Approach for Demographic History Inference

Théophile Sanchez , Guillaume Charpiat , Flora Jay
Paris-Saclay Junior Conference on Data Science and Engineering, Sep 2017, Orsay, France
Conference papers hal-01679385v1
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Interpreting a Penalty as the Influence of a Bayesian Prior

Pierre Wolinski , Guillaume Charpiat , Yann Ollivier
2020
Preprints, Working Papers, ... hal-02466702v1
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Multimodal image alignment through a multiscale chain of neural networks with application to remote sensing

Armand Zampieri , Guillaume Charpiat , Nicolas Girard , Yuliya Tarabalka
European Conference on Computer Vision (ECCV), Sep 2018, Munich, Germany. pp.679-696
Conference papers hal-01849389v1
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Optimizing deep video representation to match brain activity

Hugo Richard , Ana Pinho , Bertrand Thirion , Guillaume Charpiat
CCN 2018 - Conference on Cognitive Computational Neuroscience, Sep 2018, Philadelphia, United States
Conference papers hal-01868735v1
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A Cognitive Vision System for Nuclear Fusion Device Monitoring

Vincent Martin , Victor Moncada , Jean-Marcel Travere , Thierry Loarer , François Bremond et al.
8th International Conference, ICVS 2011, Sep 2011, Sophia Antipolis, France. pp.163-172
Conference papers hal-00609876v1
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Fused Deep Learning for Hurricane Track Forecast from Reanalysis Data

Sophie Giffard-Roisin , Mo Yang , Guillaume Charpiat , Balázs Kégl , Claire Monteleoni et al.
Climate Informatics Workshop Proceedings 2018, Sep 2018, Boulder, United States. pp.69-72
Conference papers hal-01851001v1
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Spatio-Temporal Video Segmentation with Shape Growth or Shrinkage Constraint

Yuliya Tarabalka , Guillaume Charpiat , Ludovic Brucker , Bjoern Menze
IEEE Transactions on Image Processing, 2014, 23 (9), pp.3829-3840
Journal articles hal-01052543v1
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Enforcing Monotonous Shape Growth or Shrinkage in Video Segmentation

Yuliya Tarabalka , Guillaume Charpiat , Ludovic Brucker , Bjoern H. Menze
BMVC - British Machine Vision Conference, Sep 2013, Bristol, United Kingdom
Conference papers hal-00856634v1
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Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data

Nicolas Girard , Guillaume Charpiat , Yuliya Tarabalka
IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan
Conference papers hal-02065211v1
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Aligning and Updating Cadaster Maps with Aerial Images by Multi-Task, Multi-Resolution Deep Learning

Nicolas Girard , Guillaume Charpiat , Yuliya Tarabalka
Asian Conference on Computer Vision (ACCV), Dec 2018, Perth, Australia
Conference papers hal-01923568v1
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Distance-Based Shape Statistics

Guillaume Charpiat , Pierre Maurel , Olivier Faugeras , Renaud Keriven
31st International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. pp.V925-V928, ⟨10.1109/ICASSP.2006.1661428⟩
Conference papers inria-00608087v1
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Generalized Gradients: Priors on Minimization Flows

Guillaume Charpiat , Pierre Maurel , Jean-Philippe Pons , Renaud Keriven , Olivier Faugeras et al.
International Journal of Computer Vision, 2007, 73, pp.325 - 344. ⟨10.1007/s11263-006-9966-2⟩
Journal articles hal-01117529v1
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The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast

Sophie Giffard-Roisin , David Gagne , Alexandre Boucaud , Balázs Kégl , Mo Yang et al.
8th International Workshop on Climate Informatics, Sep 2018, Boulder, CO, United States. pp.4
Conference papers hal-01924336v1

End-to-End Deep Learning Approach for Demographic History Inference

Théophile Sanchez , Guillaume Charpiat , Flora Jay
Human Evolution: Fossils, Ancient and Modern Genomes 2017, Nov 2017, Hinxton, Cambridge, United Kingdom
Poster communications hal-01823543v1

Training recurrent networks online without backtracking

Yann Ollivier , Guillaume Charpiat
2015
Preprints, Working Papers, ... hal-01228954v1
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Multi-label segmentation of images with partition trees

Emmanuel Maggiori , Yuliya Tarabalka , Guillaume Charpiat
[Research Report] Inria Sophia Antipolis. 2014
Reports hal-01084166v1
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Learning to Match Appearances by Correlations in a Covariance Metric Space

Slawomir Bak , Guillaume Charpiat , Etienne Corvee , Francois Bremond , Monique Thonnat et al.
12th European Conference on Computer Vision, Oct 2012, Florence, Italy. pp.806-820, ⟨10.1007/978-3-642-33712-3_58⟩
Conference papers hal-00731792v1

Machine Learning Methods for Automatic Image Colorization

Guillaume Charpiat , Ilja Bezrukov , Yasemin Altun , Matthias Hofmann , Bernhard Schölkopf et al.
R. Lukac Editor. Computational Photography: Methods and Applications, CRC Press, 2011
Book sections inria-00481561v1
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Coarse to fine non-rigid registration: a chain of scale-specific neural networks for multimodal image alignment with application to remote sensing

Armand Zampieri , Guillaume Charpiat , Yuliya Tarabalka
2018
Preprints, Working Papers, ... hal-01718263v1
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Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics

Guillaume Charpiat , Olivier Faugeras , Renaud Keriven , Pierre Maurel
Krim, Hamid and Yezzi, Anthony. Statistics and Analysis of Shapes, Birkhäuser, pp.363--395, 2006, 978-0-8176-4481-9. ⟨10.1007/0-8176-4481-4_15⟩
Book sections hal-01117516v1
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Partitionnement en régions linéaires pour la vérification formelle de réseaux de neurones

Julien Girard-Satabin , Aymeric Varasse , Guillaume Charpiat , Zakaria Chihani , Marc Schoenauer et al.
Journées Francophones des Langages Applicatifs, Apr 2021, Saint Médard d’Excideuil, France
Conference papers hal-03127853v1
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DS-GPS : A Deep Statistical Graph Poisson Solver

Matthieu Nastorg , Marc Schoenauer , Guillaume Charpiat , Thibault Faney , Jean-Marc Gratien et al.
NeurIPS 2022 - Machine Learning and the Physical Sciences, workshop, Dec 2022, New-Orleans, United States
Conference papers hal-03864015v1
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A fast multiple birth and cut algorithm using belief propagation

Ahmed Gamal Eldin , Xavier Descombes , Guillaume Charpiat , Josiane Zerubia
ICIP 2011 (International Conference on Image Processing), Sep 2011, Bruxelles, Belgium
Conference papers inria-00592446v1
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Polygonization of Remote Sensing Classification Maps by Mesh Approximation

Emmanuel Maggiori , Yuliya Tarabalka , Guillaume Charpiat , Pierre Alliez
ICIP 2017 - IEEE International Conference on Image Processing, Sep 2017, Beijing, China. pp.5
Conference papers hal-01530460v1
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Learning Iterative Processes with Recurrent Neural Networks to Correct Satellite Image Classification Maps

Emmanuel Maggiori , Guillaume Charpiat , Yuliya Tarabalka , Pierre Alliez
2016
Preprints, Working Papers, ... hal-01388551v1
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Deep Learning for Hurricane Track Forecasting from Aligned Spatio-temporal Climate Datasets

Sophie Giffard-Roisin , Mo Yang , Guillaume Charpiat , Balázs Kégl , Claire Monteleoni et al.
Modeling and decision-making in the spatiotemporal domain NIPS workhop, Dec 2018, Montréal, Canada
Conference papers hal-01905408v1
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Learning Shape Metrics based on Deformations and Transport

Guillaume Charpiat
Second Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Sep 2009, Kyoto, Japan
Conference papers inria-00481535v1
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Automatic Image Colorization via Multimodal Predictions

Guillaume Charpiat , Matthias Hofmann , Bernhard Schölkopf
European Conference on Computer Vision, Sep 2008, Marseille, France
Conference papers inria-00481552v1