David Picard
- Laboratoire d'Informatique Gaspard-Monge (LIGM)
Présentation
Publications
Publications
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025, Nashville, United States. pp.23016-23026, ⟨10.1109/CVPR52734.2025.02143⟩ |
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PAFUSE: Part-Based Diffusion for 3D Whole-Body Pose EstimationECCV 2024 Workshops, 2024, Milan, Italy. pp.151-169, ⟨10.1007/978-3-031-91575-8_10⟩ |
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H3WB: Human3.6M 3D WholeBody Dataset and Benchmark2023 IEEE/CVF International Conference on Computer Vision, Oct 2023, Paris, France. ⟨10.1109/ICCV51070.2023.01845⟩ |
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Contraction d'une image en une petite séquence de tokens avec des modules d'attention croiséeGRETSI'23 XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Latent reweighting, an almost free improvement for GANs2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2022, Waikoloa, United States. pp.3574-3583, ⟨10.1109/WACV51458.2022.00363⟩ |
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Improving Deep Metric Learning With Virtual Classes And Examples MiningInternational Conference on Image Processing (IEEE ICIP), IEEE, Oct 2022, Bordeaux, France. ⟨10.1109/icip46576.2022.9897618⟩ |
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Achievable Rates and Machine Learning Detection of Faster than Nyquist Spectrally Efficient FDMXXVIIIème Colloque Francophone de Traitement du Signal et des Images -GRETSI 2022, Sep 2022, Nancy, France |
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Unsupervised Word Representations Learning with Bilinear Convolutional Network on CharactersThe 29th European Symposium on Artificial Neural Networks, Oct 2021, Online, Belgium. pp.251-256, ⟨10.14428/esann/2021.ES2021-38⟩ |
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Learning Uncertainty for Safety-Oriented Semantic Segmentation in Autonomous Driving2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.3353-3357, ⟨10.1109/ICIP42928.2021.9506719⟩ |
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Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractèresCORIA 2021, Apr 2021, Grenoble (virtuel), France |
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Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation2021 IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2021, Montreal, France. pp.15681-15690, ⟨10.1109/ICCV48922.2021.01541⟩ |
Efficient Codebook and Factorization for Second Order Representation LearningInternational Conference on Image Processing, Sep 2019, Taïpei, Taiwan |
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Metric Learning with HORDE: High-Order Regularizer for Deep EmbeddingsInternational Conference on Computer Vision, Oct 2019, Seoul, South Korea |
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L'apprentissage profond pour le réassemblage d'images patrimonialesGRETSI 2019, Aug 2019, Lille, France |
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Multimodal Deep Neural Networks for Pose Estimation and Action RecognitionCongrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2018), Jun 2018, Marne-la-Vallée, France |
Leveraging Implicit Spatial Information In Global Features For Image RetrievalIEEE International Conference in Image Processing, Oct 2018, Athens, Greece |
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2D/3D Pose Estimation and Action Recognition using Multitask Deep LearningThe IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018, Salt Lake City, United States |
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Image Reassembly Combining Deep Learning and Shortest Path ProblemEuropean Conference on Computer Vision (ECCV 2018), Sep 2018, Munich, Germany |
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Jigsaw Puzzle Solving Using Local Feature Co-occurrences In Deep Neural NetworksInternational Conference on Image Processing, Oct 2018, Athens, Greece |
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Preserving local spatial information in image similarity using tensor aggregation of local features2016 IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, AZ, United States. pp.201-205, ⟨10.1109/ICIP.2016.7532347⟩ |
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Non-negative dictionary learning for paper watermark similarityAsilomar Conference on Signals, Systems, and Computers, Nov 2016, Pacific Grove, United States |
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Asynchronous decentralized convex optimization through short-term gradient averagingEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2015, Bruges, Belgium |
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On The Joint Modeling of The Behavior of Social Insects and Their Interaction With Environment by Taking Into Account Physical Phenomena Like Anisotropic DiffusionInternational Conference on Practical Applications of Agents and Multi-Agent Systems, Jun 2015, Salamanque, Spain. pp.151-164 |
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IRIM at TRECVID 2015: Semantic IndexingProceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States |
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Évaluation de descripteurs visuels pour l'annotation automatique d'images patrimonialesGretsi 2015, Sep 2015, Lyon, France |
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PHOTOGRAPHIC PAPER TEXTURE CLASSIFICATION USING MODEL DEVIATION OF LOCAL VISUAL DESCRIPTORSIEEE Int. Conf. on Image Processing, Oct 2014, Paris, France, France. 5 p |
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IRIM at TRECVID 2014: Semantic Indexing and Instance SearchProceedings of TRECVID, Nov 2014, Orlando, United States |
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Second order model deviations of local Gabor features for texture classificationSignals, Systems and Computers, 2014 48th Asilomar Conference on, Nov 2014, Pacific Grove, CA, United States. pp.917-920, ⟨10.1109/ACSSC.2014.7094586⟩ |
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Evaluation of Second-order Visual Features for Land-Use Classification12th International Workshop on Content-Based Multimedia Indexing, Jun 2014, France. 5 p |
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Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzersEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium. pp.171-176 |
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Covariance Descriptors for 3D Shape Matching and RetrievalIEEE Conference on Computer Vsion and Pattern Recognition, Jun 2014, Columbus, Ohio, United States. 8 p |
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DIMENSIONALITY REDUCTION OF VISUAL FEATURES USING SPARSE PROJECTORS FOR CONTENT-BASED IMAGE RETRIEVALIEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2192-2196 |
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Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate RetrievalIAPR International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. 6 p |
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Local polynomial space-time descriptors for actions classificationInternational Conference on Machine Vision Applications, May 2013, Kyoto, Japan |
Joint MAS-PDE Modeling of Forest Pest Insect Dynamics: Analysis of the Bark Beetle's BehaviorVISIGRAPP (Workshop GEODIFF), Feb 2013, Barcelone, Spain. pp.29-38 |
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Decentralized K-means using randomized Gossip protocols for clustering large datasetsInternational Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms, Dec 2013, Dallas, Texas, United States. pp.8 |
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Multi-criteria Search Algorithm: An Efficient Approximate K-NN Algorithm for Image Retrieval2013 IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2901-2905, ⟨10.1109/ICIP.2013.6738597⟩ |
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Machine Learning and Content-Based Multimedia RetrievalEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2013, Bruges, Belgium. pp.251-260 |
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Compact Vectors of Locally Aggregated Tensors for 3D shape retrievalEurographics Workshop on 3D Object Retrieval, May 2013, Girona, Spain |
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A Unified Formalism for Video DescriptorsIEEE Int. Conf. on Image Processing ICIP2013, Sep 2013, Melbourne, Australia. pp.2416-2419 |
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Fast Approximation of Distance Between Elastic Curves using KernelsBritish Machine Vision Conference, Sep 2013, United Kingdom. pp.11 |
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3D Shape Similarity Using Vectors of Locally Aggregated TensorsIEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.2694-2698 |
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Calcul décentralisé de dictionnaires visuels pour l'indexation multimédia dans les bases de données réparties sur les réseauxORASIS : Orasis, Congrès des jeunes chercheurs en vision par ordinateur, Jun 2013, Cluny, France |
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Classification of Urban Scenes from Geo-referenced Images in Urban Street-View ContextMachine Learning and Applications (ICMLA), 2012 11th International Conference on, Dec 2012, Boca Raton, Florida, United States. pp.339--344 |
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Compact Tensor Based Image Representation for Similarity SearchIEEE International Conference on Image Processing, Sep 2012, Orlando, United States |
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Using Spatial Pyramids with Compacted VLAT for Image CategorizationInternational Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan |
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Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.79-84 |
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Improving Image Similarity With Vectors of Locally Aggregated Tensors2011 IEEE International Conference on Image Processing (IEEE ICIP2011), Sep 2011, Brussels, Belgium. pp.669 - 672, ⟨10.1109/ICIP.2011.6116641⟩ |
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An efficient System for combining complementary kernels in complex visual categorization tasksICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, Hong Kong SAR China. pp.3877-3880, ⟨10.1109/ICIP.2010.5651051⟩ |
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Geometric Consistency Checking for Local-Descriptor Based Document Retrieval9th ACM symposium on Document engineering (DocEng '09), Sep 2009, Munich, Germany. pp.135-138, ⟨10.1145/1600193.1600224⟩ |
Study of sift descriptors for image matching based localization in urban street view contextISPRS workshop CMRT'09. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2009, Paris, France. pp.193-198 |
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Long Term Learning for Image Retrieval over NetworksICIP'08 - 15th IEEE International Conference on Image Processing, Oct 2008, San Diego, CA, United States. pp.929-932, ⟨10.1109/ICIP.2008.4711908⟩ |
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Performances of mobile-agents for interactive image retrievalWeb Intelligence Conference, Dec 2006, Hong Kong, Hong Kong SAR China. pp.581-586, ⟨10.1109/WI.2006.129⟩ |
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Cbir in distributed databases using a multi-agent system.International Conference on Image Processing, 2006, France. pp.3205-3208 |
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Ant-like mobile agents for Content-Based Image Retrieval in distributed databasesWorkshop on Machine Learning Techniques for Processing Multimedia Content, 2005, France. pp.Demo |
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Recherche d'images sur un réseau à l'aide d'un système multi-agentsTraitement du signal et de l'image [eess.SP]. Université de Cergy-Pontoise, 2008. Français. ⟨NNT : ⟩ |
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Contributions à l’apprentissage de représentations pour l’indexation basée sur le contenu visuelVision par ordinateur et reconnaissance de formes [cs.CV]. Université de Cergy-Pontoise, 2017 |