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hal-02155040v1  Journal articles
Jinglei ShiXiaoran JiangChristine Guillemot. A framework for learning depth from a flexible subset of dense and sparse light field views
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2019, pp.5867-5880. ⟨10.1109/TIP.2019.2923323⟩
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hal-01369906v1  Journal articles
Emmanuel MaggioriYuliya TarabalkaGuillaume CharpiatPierre Alliez. Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2017, 55, pp.645-657. ⟨10.1109/tgrs.2016.2612821⟩
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hal-01660764v1  Journal articles
Emmanuel MaggioriGuillaume CharpiatYuliya TarabalkaPierre Alliez. Recurrent Neural Networks to Correct Satellite Image Classification Maps
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2017, 55 (9), pp.4962-4971. ⟨10.1109/TGRS.2017.2697453⟩
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tel-03102554v1  Theses
Thomas Lucas. Deep generative models : over-generalisation and mode-dropping
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM049⟩
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hal-01810436v1  Journal articles
Stanislas ChambonMathieu GaltierPierrick ArnalGilles WainribAlexandre Gramfort. A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Institute of Electrical and Electronics Engineers, 2018, 26 (4), pp.17683810. ⟨10.1109/TNSRE.2018.2813138⟩
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hal-02907937v1  Conference papers
Sagar VermaNicolas HenwoodMarc CastellaAl JebaiJean-Christophe Pesquet. Neural networks based speed-torque estimators for induction motors and performance metrics
IECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩
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hal-02966821v1  Conference papers
Sebastien TripodiLiuyun DuanVeronique PoujadeFrederic TrastourJean-Philippe Bauchet et al.  Operational Pipeline for Large-scale 3D Reconstruction of Buildings from Satellite Images
IGARSS 2020 - IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Big Island/Virtuel, United States
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hal-02406989v1  Conference papers
Aanchal MongiaVidit JainEmilie ChouzenouxAngshul Majumdar. Deep Latent Factor Model for Predicting Drug Target Interactions
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom
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hal-02422596v1  Conference papers
Mihir SahasrabudheZhixin ShuEdward BartrumRıza GülerDimitris Samaras et al.  Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model Using Deep Non-Rigid Structure From Motion
ICCV 2019 - IEEE International Conference on Computer Vision - Workshops, Oct 2019, Seoul, South Korea
hal-02424696v1  Conference papers
Emmanuel MoebelCharles Kervrann. 3D ConvNets improve macromolecule localization in 3D cellular cryo-electron tomograms
Quantitative BioImaging (QBI) Conference, Jan 2019, Rennes, France
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tel-02083415v2  Theses
Qiao Zheng. Deep learning for robust segmentation and explainable analysis of 3d and dynamic cardiac images
Artificial Intelligence [cs.AI]. COMUE Université Côte d'Azur (2015 - 2019), 2019. English. ⟨NNT : 2019AZUR4013⟩
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hal-01868735v1  Conference papers
Hugo RichardAna PinhoBertrand ThirionGuillaume Charpiat. Optimizing deep video representation to match brain activity
CCN 2018 - Conference on Cognitive Computational Neuroscience, Sep 2018, Philadelphia, United States
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hal-01468452v1  Conference papers
Emmanuel MaggioriYuliya TarabalkaGuillaume CharpiatPierre Alliez. Can Semantic Labeling Methods Generalize to Any City? The Inria Aerial Image Labeling Benchmark
IEEE International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2017, Fort Worth, United States
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hal-01350706v1  Conference papers
Emmanuel MaggioriYuliya TarabalkaGuillaume CharpiatPierre Alliez. Fully Convolutional Neural Networks For Remote Sensing Image Classification
IEEE International Geoscience and Remote Sensing Symposium, IEEE GRSS, Jul 2016, Beijing, China. pp.5071-5074
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hal-02391655v1  Conference papers
Bastien WaillyAdrien Bousseau. Line rendering of 3D meshes for data-driven sketch-based modeling
Journées Francaises d'Informatique Graphique et de Réalité virtuelle, AFIG, Nov 2019, Marseille, France
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hal-01549642v1  Conference papers
Florian StrubHarm de VriesJeremie MaryBilal PiotAaron Courville et al.  End-to-end optimization of goal-driven and visually grounded dialogue systems Harm de Vries
International Joint Conference on Artificial Intelligence, Aug 2017, Melbourne, Australia
hal-01581170v1  Conference papers
Martin WhiteMichele TufanoMatias MartinezMartin MonperrusDenys Poshyvanyk. Sorting and Transforming Program Repair Ingredients via Deep Learning Code Similarities
SANER 2019 - 26th IEEE International Conference on Software Analysis, Evolution and Reengineering, Feb 2019, Hangzhou, China
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hal-01712808v1  Conference papers
Jörn-Henrik JacobsenArnold SmeuldersEdouard Oyallon. i-RevNet: Deep Invertible Networks
ICLR 2018 - International Conference on Learning Representations, Apr 2018, Vancouver, Canada
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hal-01629704v1  Conference papers
Deepika SinghErinc MerdivanIsmini PsychoulaJohannes KropfSten Hanke et al.  Human activity recognition using recurrent neural networks
1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2017, Reggio, Italy. pp.267-274, ⟨10.1007/978-3-319-66808-6_18⟩
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hal-01578316v3  Conference papers
Quang-Vinh DangClaudia-Lavinia Ignat. dTrust: a simple deep learning approach for social recommendation
The 3rd IEEE International Conference on Collaboration and Internet Computing (CIC-17), Oct 2017, San Jose, United States
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hal-02158862v2  Conference papers
Jean-Nicolas BrunetAndrea MendizabalAntoine PetitNicolas GolseEric Vibert et al.  Physics-based Deep Neural Network for Augmented Reality during Liver Surgery
MICCAI 2019 - 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2019, Shenzhen, China. pp.8, ⟨10.1007/978-3-030-32254-0_16⟩