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70 Results
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Compression de réseaux convolutifs par utilisation d’un terme de clarté l1/l2 sur les noyaux.RFIAP, Jun 2020, Vannes, France
Conference papers
hal-02972510v1
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Ré-identification de personne avec perte min-triplet16èmes Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2017), Jun 2017, Colleville-sur-Mer, France
Conference papers
hal-01625496v1
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Utilisation des gradients de forme et des contours actifs basés régions pour la segmentation des vecteurs mouvement20 th GRETSI Symposium on Signal and Image Processing, 2005, Louvain-la-Neuve, Belgique. 4 pp
Conference papers
hal-00261260v1
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Fast Pixelwise Adaptive Visual Tracking of Non-Rigid ObjectsIEEE Transactions on Image Processing, 2017, 26 (5), pp.2368 - 2380. ⟨10.1109/TIP.2017.2676346⟩
Journal articles
hal-01574513v1
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Autonomous object recognition in videos using Siamese Neural NetworksEUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", Nov 2017, Zurich, Switzerland. pp.4
Conference papers
hal-01630163v1
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Using discriminative motion context for on-line visual object trackingIEEE Transactions on Circuits and Systems for Video Technology, 2015, ⟨10.1109/TCSVT.2015.2504739⟩
Journal articles
hal-01340308v1
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Person Re-identification with a Body Orientation-Specific Convolutional Neural NetworkAdvanced Concepts for Intelligent Vision systems, Sep 2018, Poitiers, France
Conference papers
hal-01895374v1
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The Visual Object Tracking VOT2015 Challenge ResultsVisual Object Tracking Workshop 2015 at ICCV2015, Dec 2015, Santiago, Chile. ⟨10.1109/ICCVW.2015.79⟩
Conference papers
hal-01336773v1
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Logistic Similarity Metric Learning for Face Verification40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, Apr 2015, Brisbane, Australia
Conference papers
hal-01158949v1
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Multiple Instance Learning for Training Neural Networks under Label NoiseInternational Joint Conference on Neural Networks (IJCNN), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/IJCNN48605.2020.9206669⟩
Conference papers
hal-02902571v1
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Class-Balanced Siamese Neural NetworksNeurocomputing, 2017
Journal articles
hal-01580527v1
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SIMILARITY LEARNING WITH LISTWISE RANKING FOR PERSON RE-IDENTIFICATIONInternational conference on image processing, Oct 2018, Athenes, Greece
Conference papers
hal-01895355v1
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Coherent Selection of Independent Trackers for Real-time Object TrackingInternational Conference on Computer Vision Theory and Applications (VISAPP), Mar 2015, Berlin, Germany. pp.584--592
Conference papers
hal-01161859v1
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Triangular Similarity Metric Learning for Face Verification11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), May 2015, Ljubljana, Slovenia
Conference papers
hal-01158908v1
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Learning PDE to Model Self-Organization of MatterEntropy, 2022, 24 (8), ⟨10.3390/e24081096⟩
Journal articles
ujm-03823722v1
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Similarity Metric LearningMulti-faceted Deep Learning - Models and Data, 2021
Book sections
hal-03465119v1
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Deep Model Compression and Architecture Optimization for Embedded Systems: A SurveyJournal of Signal Processing Systems, 2020, ⟨10.1007/s11265-020-01596-1⟩
Journal articles
hal-03048735v1
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Segmentation of vectorial image features using shape gradients and information measuresJournal of Mathematical Imaging and Vision, 2006, 25 (3), pp.365-386. ⟨10.1007/s10851-006-6898-y⟩
Journal articles
hal-00418217v1
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Person Re-identification using group contextAdvanced Concepts for Intelligent Vision systems, Sep 2018, Poitiers, France
Conference papers
hal-01895373v1
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Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and VideosComputer Vision and Pattern Recognition [cs.CV]. Université Lyon 1 - Claude Bernard; INSA Lyon, 2019
Habilitation à diriger des recherches
tel-02157568v1
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The Impact of Action in Visual Representation LearningInternational Conference on Development and Learning (ICDL 2022), Sep 2022, London, United Kingdom. ⟨10.1109/ICDL53763.2022.9962210⟩
Conference papers
hal-03815546v1
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Pedestrian attribute recognition with part-based CNN and combined feature representationsVISAPP2018, Jan 2018, Funchal, Portugal
Conference papers
hal-01625470v1
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Sequence Metric Learning as Synchronization of Recurrent Neural NetworksInternational Joint Conference on Neural Networks, Jul 2021, Glasgow (virtuelle ), United Kingdom. ⟨10.1109/IJCNN52387.2021.9533627⟩
Conference papers
hal-03264242v1
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The FG 2015 Kinship Verification in the Wild Evaluation11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), May 2015, Ljubljana, Slovenia
Conference papers
hal-01158942v1
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PixelTrack: a fast adaptive algorithm for tracking non-rigid objectsInternational Conference on Computer Vision (ICCV 2013), Dec 2013, Sydney, Australia. pp.2480-2487
Conference papers
hal-00976387v1
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MACHINE LEARNING OF COMMITTOR FUNCTIONS FOR PREDICTING HIGH IMPACT CLIMATE EVENTSClimate Informatics, Oct 2019, Paris, France
Conference papers
hal-02322370v1
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Network Traffic Modeling For IoT-device Re-identification2020 International Conference on Omni-layer Intelligent Systems (COINS), Aug 2020, Barcelona, France. pp.1-6, ⟨10.1109/COINS49042.2020.9191376⟩
Conference papers
hal-03148283v1
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On GNN explanability with activation rulesData Mining and Knowledge Discovery, 2022, ⟨10.1007/s10618-022-00870-z⟩
Journal articles
hal-03821784v1
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Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and RejectionInternational Conference on Automatic Face and Gesture Recognition, May 2015, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/FG.2015.7163112⟩
Conference papers
hal-01179993v1
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Pairwise Identity Verification via Linear Concentrative Metric LearningIEEE Transactions on Cybernetics, 2018, pp.1 - 12. ⟨10.1109/TCYB.2016.2634011⟩
Journal articles
hal-01435368v1
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