
Guillaume Charpiat
77
Documents
Publications
Publications
|
Growth strategies for arbitrary DAG neural architecturesESANN 2025 - 33th European Symposium on Artificial Neural Networks, Apr 2025, Bruges, Belgium
Communication dans un congrès
hal-04902059
v2
|
|
Time and State Dependent Neural Delay Differential EquationsML-DE@ECAI 2024 : Machine Learning Meets Differential Equations: From Theory to Applications, Sep 2024, Santiago de compostela, Galicia, Spain
Communication dans un congrès
hal-04794450
v1
|
|
Towards creating longer genetic sequences with GANs: Generation in principal component spaceMLCB 2023 - 18th Conference on Machine Learning in Computational Biology, Nov 2023, Seattle, United States
Communication dans un congrès
hal-04419057
v1
|
|
Multi-Level GNN Preconditioner for Solving Large Scale Problems2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2024, San Francisco (CA, USA), United States. pp.486-495, ⟨10.1109/IPDPSW63119.2024.00101⟩
Communication dans un congrès
hal-04447099
v1
|
|
End-to-end learning of dynamical systems with the Mori-Zwanzig formalismSIAM Conference on Computational Science and Engineering (CSE23), Feb 2023, Amsterdam, Netherlands
Communication dans un congrès
hal-04406551
v1
|
|
DS-GPS : A Deep Statistical Graph Poisson SolverNeurIPS 2022 - Machine Learning and the Physical Sciences, workshop, Dec 2022, New-Orleans, United States
Communication dans un congrès
hal-03864015
v1
|
|
Partitionnement en régions linéaires pour la vérification formelle de réseaux de neuronesJournées Francophones des Langages Applicatifs, Apr 2021, Saint Médard d’Excideuil, France
Communication dans un congrès
hal-03127853
v1
|
|
CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using SimulatorsECAI 2020 - 24th European Conference on Artificial Intelligence, Jun 2020, Santiago de Compostela, Spain
Communication dans un congrès
hal-02440520
v1
|
|
Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth DataIGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.10103-10106, ⟨10.1109/IGARSS.2019.8898071⟩
Communication dans un congrès
hal-02065211
v1
|
|
Input Similarity from the Neural Network PerspectiveNeurIPS 2019 - 33th Annual Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02394647
v1
|
|
Multi-Task Deep Learning for Satellite Image Pansharpening and SegmentationIGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.4869-4872, ⟨10.1109/IGARSS.2019.8899851⟩
Communication dans un congrès
hal-02276549
v1
|
|
Aligning and Updating Cadaster Maps with Aerial Images by Multi-Task, Multi-Resolution Deep LearningAsian Conference on Computer Vision (ACCV), Dec 2018, Perth, Australia
Communication dans un congrès
hal-01923568
v1
|
|
The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast8th International Workshop on Climate Informatics, Sep 2018, Boulder, CO, United States. pp.4
Communication dans un congrès
hal-01924336
v1
|
|
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, ⟨10.1007/978-3-030-01270-0_40⟩
Communication dans un congrès
hal-01849389
v1
|
|
Optimizing deep video representation to match brain activityCCN 2018 - Conference on Cognitive Computational Neuroscience, Sep 2018, Philadelphia, United States
Communication dans un congrès
hal-01868735
v1
|
|
Fused Deep Learning for Hurricane Track Forecast from Reanalysis DataClimate Informatics Workshop Proceedings 2018, Sep 2018, Boulder, United States. pp.69-72
Communication dans un congrès
hal-01851001
v1
|
|
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
Communication dans un congrès
hal-01905408
v1
|
SPI-DNA: End-to-end Deep Learning Approach for Demographic History InferenceParis-Saclay Junior Conference on Data Science and Engineering, Sep 2017, Orsay, France
Communication dans un congrès
hal-01679385
v1
|
|
|
Polygonization of Remote Sensing Classification Maps by Mesh ApproximationICIP 2017 - IEEE International Conference on Image Processing, Sep 2017, Beijing, China. pp.5
Communication dans un congrès
hal-01530460
v1
|
|
High-resolution image classification with convolutional networksIEEE International Geoscience and Remote Sensing Symposium - IGARSS 2017, Jul 2017, Fort Worth, United States
Communication dans un congrès
hal-01660754
v1
|
|
Can Semantic Labeling Methods Generalize to Any City? The Inria Aerial Image Labeling BenchmarkIEEE International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2017, Fort Worth, United States
Communication dans un congrès
hal-01468452
v1
|
|
Fully Convolutional Neural Networks For Remote Sensing Image ClassificationIEEE International Geoscience and Remote Sensing Symposium, IEEE GRSS, Jul 2016, Beijing, China. pp.5071-5074
Communication dans un congrès
hal-01350706
v1
|
|
Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior26th British Machine Vision Conference, Sep 2015, Swansea, United Kingdom
Communication dans un congrès
hal-01182776
v1
|
|
A Nonparametric model for Brain Tumor Segmentation and Volumetry in Longitudinal MR SequencesMICCAI Brain Lesion Workshop, Oct 2015, Munich, Germany
Communication dans un congrès
hal-01205916
v1
|
|
Improved Partition Trees for Multi-Class Segmentation of Remote Sensing Images2015 IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2015, IEEE, Jul 2015, Milan, Italy
Communication dans un congrès
hal-01182772
v1
|
|
Multiple Object Tracking by Efficient Graph PartitioningACCV - 12th Asian Conference on Computer Vision, Michael S. Brown and Tat-Jen Cham and Yasuyuki Matsushita, Nov 2014, Singapore, Singapore
Communication dans un congrès
hal-01061450
v1
|
|
Hierarchical Representation of Videos with Spatio-Temporal FibersIEEE Winter Conference on Applications of Computer Vision, Mar 2014, Colorado, United States
Communication dans un congrès
hal-00911012
v1
|
|
Enforcing Monotonous Shape Growth or Shrinkage in Video SegmentationBMVC - British Machine Vision Conference, Sep 2013, Bristol, United Kingdom
Communication dans un congrès
hal-00856634
v1
|
|
A Graph-Cut-Based Method for Spatio-Temporal Segmentation of Fire from Satellite ObservationsIEEE IGARSS - International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia
Communication dans un congrès
hal-00845691
v1
|
|
An efficient optimizer for simple point process modelsSPIE, Computational Imaging XI, Feb 2013, Burlingame, CA, United States. ⟨10.1117/12.2009238⟩
Communication dans un congrès
hal-00801448
v1
|
|
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⟩
Communication dans un congrès
hal-00731792
v1
|
|
A Cognitive Vision System for Nuclear Fusion Device Monitoring8th International Conference, ICVS 2011, Sep 2011, Sophia Antipolis, France. pp.163-172
Communication dans un congrès
hal-00609876
v1
|
|
A fast multiple birth and cut algorithm using belief propagationICIP 2011 (International Conference on Image Processing), Sep 2011, Bruxelles, Belgium
Communication dans un congrès
inria-00592446
v1
|
|
Exhaustive Family of Energies Minimizable Exactly by a Graph CutComputer Vision and Pattern Recognition, Jun 2011, Colorado Springs, United States
Communication dans un congrès
inria-00616370
v1
|
|
Converting Level Set Gradients to Shape Gradients11th European Conference on Computer Vision, Sep 2010, Hersonissos, Greece
Communication dans un congrès
inria-00497222
v1
|
|
Learning Shape Metrics based on Deformations and TransportSecond Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Sep 2009, Kyoto, Japan
Communication dans un congrès
inria-00481535
v1
|
|
Automatic Image Colorization via Multimodal PredictionsEuropean Conference on Computer Vision, Sep 2008, Marseille, France
Communication dans un congrès
inria-00481552
v1
|
|
Distance-Based Shape Statistics31st International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. pp.V925-V928, ⟨10.1109/ICASSP.2006.1661428⟩
Communication dans un congrès
inria-00608087
v1
|
|
Time and State Dependent Neural Delay Differential EquationsML-DE@ECAI 2024 : Machine Learning Meets Differential Equations: From Theory to Applications, Sep 2024, Santiago de compostela, Galicia, Spain
Poster de conférence
hal-04794800
v1
|
End-to-End Deep Learning Approach for Demographic History InferenceHuman Evolution: Fossils, Ancient and Modern Genomes 2017, Nov 2017, Hinxton, Cambridge, United Kingdom
Poster de conférence
hal-01823543
v1
|
Machine Learning Methods for Automatic Image ColorizationR. Lukac Editor. Computational Photography: Methods and Applications, CRC Press, 2011
Chapitre d'ouvrage
inria-00481561
v1
|
|
Kernel methods in medical imagingParagios, N. and J. Duncan and N. Ayache. Handbook of Biomedical Imaging, Springer, 2010
Chapitre d'ouvrage
inria-00481569
v1
|
|
|
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⟩
Chapitre d'ouvrage
hal-01117516
v1
|
|
Multi-label segmentation of images with partition trees[Research Report] Inria Sophia Antipolis. 2014
Rapport
(rapport de recherche)
hal-01084166
v1
|
|
Variational, Geometric and Statistical Methods for Modeling Brain Anatomy and FunctionRR-5202, INRIA. 2004, pp.22
Rapport
inria-00070790
v1
|
|
Approximations of shape metrics and application to shape warping and empirical shape statisticsRR-4820, INRIA. 2003
Rapport
inria-00071766
v1
|
|
Distance-based shape statistics for image segmentation with priorsHuman-Computer Interaction [cs.HC]. Ecole Polytechnique X, 2006. English. ⟨NNT : ⟩
Thèse
tel-00457462
v1
|
Chargement...
Chargement...