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27 résultats
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triés par
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Can we reconcile safety objectives with machine learning performances?ERTS 2022, Jun 2022, TOULOUSE, France
Communication dans un congrès
hal-03765471v1
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Réseau calculant asynchrone dédié à la segmentation d'imagesJournées Nationales du Réseau Doctoral de Microélectronique (JNRDM'02), Apr 2002, Grenoble, France
Communication dans un congrès
hal-01392536v1
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Adéquation algorithme-architecture pour les réseaux de neurones à convolution2011
Pré-publication, Document de travail
hal-01461609v1
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Unsupervised Feature Learning With Winner-Takes-All Based STDPFrontiers in Computational Neuroscience, 2018, 12, ⟨10.3389/fncom.2018.00024⟩
Article dans une revue
hal-02341952v1
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Design of a Real-time face detection parallel architecture using High-Level SynthesisEURASIP Journal on Embedded Systems, 2008, pp.Article ID 928256. ⟨10.1155/2008/938256⟩
Article dans une revue
hal-00640773v1
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Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks20th International Conference on Artificial Neural Networks (ICANN), Sep 2010, Thessaloniki, Greece. pp.154-159, ⟨10.1007/978-3-642-15822-3_20⟩
Communication dans un congrès
hal-01381827v1
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Sparse Shift-Invariant Representation of Local 2D Patterns and Sequence Learning for Human Action Recognition21st International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba Science City, Japan. pp.3823-3826
Communication dans un congrès
hal-01353014v1
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Combining Multi-Scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR10th IAPR International Workshop on Document Analysis Systems, DAS, Mar 2012, Gold Coast, Queensland, Australia. pp.120-124
Communication dans un congrès
hal-00753908v1
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Object Detection With Probabilistic GuaranteesFifth International Workshop on Artificial Intelligence Safety Engineering (WAISE 2022), Sep 2022, München, Germany
Communication dans un congrès
hal-03769683v1
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Inertial Gesture Recognition with BLSTM-RNNSpringer. Artificial Neural Networks, Springer International Publishing, pp.393-410, 2014, ⟨10.1007/978-3-319-09903-3_19⟩
Chapitre d'ouvrage
hal-01313174v1
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Sequential Deep Learning for Human Action Recognition2nd International Workshop on Human Behavior Understanding (HBU), Nov 2011, Amsterdam, Netherlands. pp.29-39, ⟨10.1007/978-3-642-25446-8_4⟩
Communication dans un congrès
hal-01354493v1
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Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networksAdvances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨10.48550/arXiv.2104.05097⟩
Communication dans un congrès
hal-03872080v1
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport PerspectiveConference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, Dec 2023, New Orleans (Louisiana), United States
Communication dans un congrès
hal-03693355v3
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Fast and Robust Face Detection on a Parallel Optimized Architecture implemented on FPGAIEEE Transactions on Circuits and Systems for Video Technology, 2009, 19 (4), pp.597-602
Article dans une revue
hal-00640765v1
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White Paper Machine Learning in Certified Systems[Research Report] IRT Saint Exupéry; ANITI. 2021
Rapport
hal-03176080v1
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Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence ClassificationBritish Machine Vision Conference (BMVC), Sep 2012, Guildford, United Kingdom. pp.124.1-124.12, ⟨10.5244/C.26.124⟩
Communication dans un congrès
hal-01353046v1
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Text Recognition in Videos using a Recurrent Connectionist Approach22th International Conference on Artificial Neural Networks, ICANN, Sep 2012, Lausanne, Switzerland. pp.172-179, ⟨10.1007/978-3-642-33266-1_22⟩
Communication dans un congrès
hal-00753906v1
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Text Recognition in Multimedia Documents: A Study of two Neural-based OCRs Using and Avoiding Character SegmentationInternational Journal on Document Analysis and Recognition, 2014, 17 (1), pp.19-31. ⟨10.1007/s10032-013-0202-7⟩
Article dans une revue
hal-00867225v1
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Achieving robustness in classification using optimal transport with hinge regularizationConference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
Communication dans un congrès
hal-03033400v1
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BLSTM-RNN based 3D Gesture ClassificationArtificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, Sep 2013, Sofia, Bulgaria
Communication dans un congrès
hal-01224806v1
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Existence, Stability and Scalability of Orthogonal Convolutional Neural NetworksJournal of Machine Learning Research, 2022, 23 (347), pp.1--56
Article dans une revue
hal-03315801v3
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Simplifying ConvNets for Fast LearningInternational Conference on Artificial Neural Networks (ICANN 2012), Sep 2012, Lausanne, Switzerland, Switzerland. pp.58-65, ⟨10.1007/978-3-642-33266-1_8⟩
Communication dans un congrès
hal-01353039v1
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Une approche neuronale pour la classification d’actions de sport par la prise en compte du contenu visuel et du mouvement dominantCOmpression et REprésentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. pp.25-30
Communication dans un congrès
hal-01381510v1
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A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-ResolutionInternational Conference on Computer Vision Theory and Applications, Mar 2015, Berlin, Germany. ⟨10.5220/0005297200840091⟩
Communication dans un congrès
hal-01260671v1
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ICDAR2015 Competition on Text Image Super-Resolution13th International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Tunis, Tunisia
Communication dans un congrès
hal-01157903v1
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Watershed parallel algorithm for asynchronous processors array: Proceedings-2002-IEEE-International-Conference-on-Multimedia-and-Expo-(ICME), 2002, Lausanne, Switzerland. pp.793-6 vol.1, ⟨10.1109/ICME.2002.1035901⟩
Communication dans un congrès
hal-00009600v1
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Parallel Asynchronous Watershed Algorithm-ArchitectureIEEE Transactions on Parallel and Distributed Systems, 2007, 18 (1), pp.44-56. ⟨10.1109/TPDS.2007.253280⟩
Article dans une revue
hal-00144521v1
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