| 2025 | CVPR | Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation. | Nicolas Dufour, Vicky Kalogeiton, David Picard, Loc Landrieu |
| 2024 | CVPR | Don't Drop Your Samples! Coherence-Aware Training Benefits Conditional Diffusion. | Nicolas Dufour, Victor Besnier, Vicky Kalogeiton, David Picard |
| 2024 | ECCV | PAFUSE: Part-Based Diffusion for 3D Whole-Body Pose Estimation. | Nermin Samet, Cdric Rommel, David Picard, Eduardo Valle |
| 2024 | WACV | An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. | Grgoire Petit, Michal Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Cline Hudelot |
| 2023 | ICCV | H3WB: Human3.6M 3D WholeBody Dataset and Benchmark. | Yue Zhu, Nermin Samet, David Picard |
| 2023 | ICML | Unveiling the Latent Space Geometry of Push-Forward Generative Models. | Thibaut Issenhuth, Ugo Tanielian, Jrmie Mary, David Picard |
| 2023 | WACV | FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning. | Grgoire Petit, Adrian Popescu, Hugo Schindler, David Picard, Bertrand Delezoide |
| 2022 | ACCV | Decanus to Legatus: Synthetic Training for 2D-3D Human Pose Lifting. | Yue Zhu, David Picard |
| 2022 | ECCV | SCAM! Transferring Humans Between Images with Semantic Cross Attention Modulation. | Nicolas Dufour, David Picard, Vicky Kalogeiton |
| 2022 | ICIP | Improving Deep Metric Learning with Virtual Classes and Examples Mining. | Pierre Jacob, David Picard, Aymeric Histace |
| 2022 | WACV | Latent reweighting, an almost free improvement for GANs. | Thibaut Issenhuth, Ugo Tanielian, David Picard, Jrmie Mary |
| 2021 | ESANN | Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. | Thomas Luka, Laure Soulier, David Picard |
| 2021 | ICCV | Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation. | Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot |
| 2021 | ICDAR | Image Collation: Matching Illustrations in Manuscripts. | Ryad Kaoua, Xi Shen, Alexandra Durr, Stavros Lazaris, David Picard, Mathieu Aubry |
| 2021 | ICIP | Learning Uncertainty for Safety-Oriented Semantic Segmentation in Autonomous Driving. | Victor Besnier, David Picard, Alexandre Briot |
| 2019 | ICCV | Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings. | Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein |
| 2019 | ICIP | Efficient Codebook and Factorization for Second Order Representation Learning. | Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein |
| 2018 | CVPR | 2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning. | Diogo C. Luvizon, David Picard, Hedi Tabia |
| 2018 | ECCV | Image Reassembly Combining Deep Learning and Shortest Path Problem. | Marie-Morgane Paumard, David Picard, Hedi Tabia |
| 2018 | ICDE | Images and Recipes: Retrieval in the Cooking Context. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Matthieu Cord |
| 2018 | ICIP | Leveraging Implicit Spatial Information in Global Features for Image Retrieval. | Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein |
| 2018 | ICIP | Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. | Marie-Morgane Paumard, David Picard, Hedi Tabia |
| 2018 | SIGIR | Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord |
| 2016 | ACSSC | Wove paper analysis through texture similarities. | Patrice Abry, Andrew G. Klein, Paul Messier, Stphane G. Roux, Margaret Holben Ellis, William A. Sethares, David Picard, Yuanhao Zhai, David L. Neuhoff, Herwig Wendt, Stphane Jaffard, C. Richard Johnson Jr. |
| 2016 | ACSSC | Non-negative dictionary learning for paper watermark similarity. | David Picard, Thomas Henn, Georg Dietz |
| 2016 | ICIP | Preserving local spatial information in image similarity using tensor aggregation of local features. | David Picard |
| 2015 | ESANN | Asynchronous decentralized convex optimization through short-term gradient averaging. | Jrme Fellus, David Picard, Philippe-Henri Gosselin |
| 2015 | PAAMS | On the Joint Modeling of the Behavior of Social Insects and Their Interaction with Environment by Taking into Account Physical Phenomena Like Anisotropic Diffusion. | Nicolas Cazin, Aymeric Histace, David Picard, Benot Gaudou |
| 2014 | ACSSC | Second order model deviations of local Gabor features for texture classification. | David Picard, Inbar Fijalkow |
| 2014 | CBMI | Evaluation of second-order visual features for land-use classification. | Romain Negrel, David Picard, Philippe Henri Gosselin |
| 2014 | CVPR | Covariance Descriptors for 3D Shape Matching and Retrieval. | Hedi Tabia, Hamid Laga, David Picard, Philippe Henri Gosselin |
| 2014 | ESANN | Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers. | Jrme Fellus, David Picard, Philippe Henri Gosselin |
| 2014 | ICIP | Semantic pooling for image categorization using multiple kernel learning. | Thibaut Durand, David Picard, Nicolas Thome, Matthieu Cord |
| 2014 | ICIP | Incremental learning of latent structural SVM for weakly supervised image classification. | Thibaut Durand, Nicolas Thome, Matthieu Cord, David Picard |
| 2014 | ICIP | Dimensionality reduction of visual features using sparse projectors for content-based image retrieval. | Romain Negrel, David Picard, Philippe Henri Gosselin |
| 2014 | ICIP | Photographic paper texture classification using model deviation of local visual descriptors. | David Picard, Ngoc-Son Vu, Inbar Fijalkow |
| 2014 | ICPR | Efficient Metric Learning Based Dimension Reduction Using Sparse Projectors for Image Near Duplicate Retrieval. | Romain Negrel, David Picard, Philippe Henri Gosselin |
| 2013 | BMVC | Fast Approximation of Distance Between Elastic Curves using Kernels. | Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin |
| 2013 | ESANN | Machine Learning and Content-Based Multimedia Retrieval. | Philippe Henri Gosselin, David Picard |
| 2013 | ICDM | Decentralized K-Means Using Randomized Gossip Protocols for Clustering Large Datasets. | Jrme Fellus, David Picard, Philippe Henri Gosselin |
| 2013 | ICIP | Multi-criteria search algorithm: An efficient approximate k-NN algorithm for image retrieval. | Mehdi Badr, Dan Vodislav, David Picard, Shaoyi Yin, Philippe Henri Gosselin |
| 2013 | ICIP | A unified formalism for video descriptors. | Olivier Kihl, David Picard, Philippe Henri Gosselin |
| 2013 | ICIP | 3D shape similarity using vectors of locally aggregated tensors. | Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin |
| 2013 | MVA | Local polynomial space-time descriptors for actions classification. | Olivier Kihl, David Picard, Philippe Henri Gosselin |
| 2012 | ESANN | Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm. | David Picard, Nicolas Thome, Matthieu Cord, Alain Rakotomamonjy |
| 2012 | ICIP | Compact tensor based image representation for similarity search. | Romain Negrel, David Picard, Philippe Henri Gosselin |
| 2012 | ICMLA | Classification of Urban Scenes from Geo-referenced Images in Urban Street-View Context. | Corina Iovan, David Picard, Nicolas Thome, Matthieu Cord |
| 2012 | ICPR | Using spatial pyramids with compacted VLAT for image categorization. | Romain Negrel, David Picard, Philippe Henri Gosselin |
| 2011 | ICIP | Improving image similarity with vectors of locally aggregated tensors. | David Picard, Philippe Henri Gosselin |
| 2010 | ICIP | An efficient system for combining complementary kernels in complex visual categorization tasks. | David Picard, Nicolas Thome, Matthieu Cord |
| 2009 | DocEng | Geometric consistency checking for local-descriptor based document retrieval. | Eduardo Valle, David Picard, Matthieu Cord |
| 2008 | CBMI | Image retrieval over networks: Ant algorithm for long term active learning. | David Picard, Arnaud Revel, Matthieu Cord |
| 2008 | ICIP | Long term learning for image retrieval over networks. | David Picard, Arnaud Revel, Matthieu Cord |
| 2006 | ICIP | CBIR in Distributed Databases using a Multi-Agent System. | David Picard, Matthieu Cord, Arnaud Revel |