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High-Resolution Semantic Labeling with Convolutional Neural NetworksIEEE Transactions on Geoscience and Remote Sensing, 2017
Journal articles
hal-01393279v1
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Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior26th British Machine Vision Conference, Sep 2015, Swansea, United Kingdom
Conference papers
hal-01182776v1
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SPI-DNA: End-to-end Deep Learning Approach for Demographic History InferenceParis-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 Prior2020
Preprints, Working Papers, ...
hal-02466702v1
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Multimodal image alignment through a multiscale chain of neural networks with application to remote sensingEuropean 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 activityCCN 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 Monitoring8th 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 DataClimate 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 ConstraintIEEE 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 SegmentationBMVC - 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 DataIGARSS 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 LearningAsian Conference on Computer Vision (ACCV), Dec 2018, Perth, Australia
Conference papers
hal-01923568v1
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Distance-Based Shape Statistics31st 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 FlowsInternational 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 Forecast8th International Workshop on Climate Informatics, Sep 2018, Boulder, CO, United States. pp.4
Conference papers
hal-01924336v1
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End-to-End Deep Learning Approach for Demographic History InferenceHuman Evolution: Fossils, Ancient and Modern Genomes 2017, Nov 2017, Hinxton, Cambridge, United Kingdom
Poster communications
hal-01823543v1
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Training recurrent networks online without backtracking2015
Preprints, Working Papers, ...
hal-01228954v1
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Multi-label segmentation of images with partition trees[Research Report] Inria Sophia Antipolis. 2014
Reports
hal-01084166v1
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Learning to Match Appearances by Correlations in a Covariance Metric Space12th European Conference on Computer Vision, Oct 2012, Florence, Italy. pp.806-820, ⟨10.1007/978-3-642-33712-3_58⟩
Conference papers
hal-00731792v1
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Machine Learning Methods for Automatic Image ColorizationR. 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 sensing2018
Preprints, Working Papers, ...
hal-01718263v1
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Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape StatisticsKrim, 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 neuronesJournées 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 SolverNeurIPS 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 propagationICIP 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 ApproximationICIP 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 Maps2016
Preprints, Working Papers, ...
hal-01388551v1
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Deep Learning for Hurricane Track Forecasting from Aligned Spatio-temporal Climate DatasetsModeling 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 TransportSecond 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 PredictionsEuropean Conference on Computer Vision, Sep 2008, Marseille, France
Conference papers
inria-00481552v1
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