David Picard

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 78

Top Venues

Cergy-Pontoise University, France (PHD)

Education History

Cergy-Pontoise University, France

PHD

Publications

David Picard
Multiple Locally Linear Kernel Machines. CoRR (2024)
Nermin Samet, Cédric Rommel, David Picard, Eduardo Valle
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation. CoRR (2024)
Nicolas Dufour, Victor Besnier, Vicky Kalogeiton, David Picard
Don't drop your samples! Coherence-aware training benefits Conditional diffusion. CoRR (2024)
Xi Wang, Nicolas Dufour, Nefeli Andreou, Marie-Paule Cani, Victoria Fernández Abrevaya, David Picard, Vicky Kalogeiton
Analysis of Classifier-Free Guidance Weight Schedulers. CoRR (2024)
Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. WACV (2024)
Monika Wysoczanska, Tom Monnier, Tomasz Trzcinski, David Picard
Toward Unsupervised Visual Reasoning: Do Off-the-Shelf Features Know How to Reason? IEEE Access 12 (2024)
Simon Lepage, Jérémie Mary, David Picard
Weakly-Supervised Conditional Embedding for Referred Visual Search. CoRR (2023)
Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard
EdiBERT: a generative model for image editing. Trans. Mach. Learn. Res. 2023 (2023)
Yue Zhu, Nermin Samet, David Picard
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark. ICCV (2023)
Natacha Luka, Romain Negrel, David Picard
Image Compression using only Attention based Neural Networks. CoRR (2023)
Grégoire Petit, Adrian Popescu, Eden Belouadah, David Picard, Bertrand Delezoide
PlaStIL: Plastic and Stable Exemplar-Free Class-Incremental Learning. CoLLAs (2023)
Marie-Morgane Paumard, Hedi Tabia, David Picard
Alphazzle: Jigsaw Puzzle Solver with Deep Monte-Carlo Tree Search. CoRR (2023)
Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard
Unveiling the Latent Space Geometry of Push-Forward Generative Models. ICML (2023)
Grégoire Petit, Adrian Popescu, Hugo Schindler, David Picard, Bertrand Delezoide
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning. WACV (2023)
Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. CoRR (2023)
Diogo Carbonera Luvizon, Hedi Tabia, David Picard
SSP-Net: Scalable sequential pyramid networks for real-Time 3D human pose regression. Pattern Recognit. 142 (2023)
Thibaut Issenhuth, Ugo Tanielian, David Picard, Jérémie Mary
Latent reweighting, an almost free improvement for GANs. WACV (2022)
Yue Zhu, Nermin Samet, David Picard
H3WB: Human3.6M 3D WholeBody Dataset and Benchmark. CoRR (2022)
Pierre Jacob, David Picard, Aymeric Histace
Improving Deep Metric Learning with Virtual Classes and Examples Mining. ICIP (2022)
Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard
Optimal precision for GANs. CoRR (2022)
Grégoire Petit, Adrian Popescu, Hugo Schindler, David Picard, Bertrand Delezoide
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning. CoRR (2022)
Nicolas Dufour, David Picard, Vicky Kalogeiton
SCAM! Transferring Humans Between Images with Semantic Cross Attention Modulation. ECCV (14) (2022)
Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation. CoRR (2022)
Grégoire Petit, Adrian Popescu, Eden Belouadah, David Picard, Bertrand Delezoide
PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning. CoRR (2022)
Yue Zhu, David Picard
Decanus to Legatus: Synthetic training for 2D-3D human pose lifting. CoRR (2022)
Monika Wysoczanska, Tom Monnier, Tomasz Trzcinski, David Picard
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason? CoRR (2022)
Diogo C. Luvizon, David Picard, Hedi Tabia
Consensus-Based Optimization for 3D Human Pose Estimation in Camera Coordinates. Int. J. Comput. Vis. 130 (3) (2022)
Yue Zhu, David Picard
Decanus to Legatus: Synthetic Training for 2D-3D Human Pose Lifting. ACCV (4) (2022)
Nicolas Dufour, David Picard, Vicky Kalogeiton
SCAM! Transferring humans between images with Semantic Cross Attention Modulation. CoRR (2022)
Ryad Kaoua, Xi Shen, Alexandra Durr, Stavros Lazaris, David Picard, Mathieu Aubry
Image Collation: Matching Illustrations in Manuscripts. ICDAR (4) (2021)
Arsenia Chorti, David Picard
Rate Analysis and Deep Neural Network Detectors for SEFDM FTN Systems. CoRR (2021)
Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot
Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation. ICCV (2021)
Thomas Luka, Laure Soulier, David Picard
Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. ESANN (2021)
Victor Besnier, David Picard, Alexandre Briot
Learning Uncertainty for Safety-Oriented Semantic Segmentation in Autonomous Driving. ICIP (2021)
Ryad Kaoua, Xi Shen, Alexandra Durr, Stavros Lazaris, David Picard, Mathieu Aubry
Image Collation: Matching illustrations in manuscripts. CoRR (2021)
David Picard
Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision. CoRR (2021)
Victor Besnier, David Picard, Alexandre Briot
Learning Uncertainty For Safety-Oriented Semantic Segmentation In Autonomous Driving. CoRR (2021)
Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot
Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation. CoRR (2021)
Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard
EdiBERT, a generative model for image editing. CoRR (2021)
Thomas Luka, Laure Soulier, David Picard
Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractères. CORIA (2021)
Diogo C. Luvizon, David Picard, Hedi Tabia
Multi-Task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 43 (8) (2021)
David Picard, Jérôme Fellus, Stéphane Garnier
Non asymptotic bounds in asynchronous sum-weight gossip protocols. CoRR (2021)
Thibaut Issenhuth, Ugo Tanielian, David Picard, Jérémie Mary
Latent reweighting, an almost free improvement for GANs. CoRR (2021)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path Optimization. CoRR (2020)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Improving Deep Metric Learning with Virtual Classes and Examples Mining. CoRR (2020)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Deepzzle: Solving Visual Jigsaw Puzzles With Deep Learning and Shortest Path Optimization. IEEE Trans. Image Process. 29 (2020)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
DIABLO: Dictionary-based attention block for deep metric learning. Pattern Recognit. Lett. 135 (2020)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
DIABLO: Dictionary-based Attention Block for Deep Metric Learning. CoRR (2020)
Diogo C. Luvizon, Hedi Tabia, David Picard
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression. CoRR (2020)
Diogo C. Luvizon, Hedi Tabia, David Picard
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates. CoRR (2019)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings. ICCV (2019)
Michaël Blot, David Picard, Nicolas Thome, Matthieu Cord
Distributed optimization for deep learning with gossip exchange. Neurocomputing 330 (2019)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings. CoRR (2019)
Diogo C. Luvizon, Hedi Tabia, David Picard
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. CoRR (2019)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Efficient Codebook and Factorization for Second Order Representation Learning. ICIP (2019)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Efficient Codebook and Factorization for Second Order Representation Learning. CoRR (2019)
Diogo C. Luvizon, Hedi Tabia, David Picard
Human pose regression by combining indirect part detection and contextual information. Comput. Graph. 85 (2019)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. CoRR (2018)
Diogo C. Luvizon, David Picard, Hedi Tabia
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning. CoRR (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Image Reassembly Combining Deep Learning and Shortest Path Problem. CoRR (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. SIGIR (2018)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Leveraging Implicit Spatial Information in Global Features for Image Retrieval. CoRR (2018)
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein
Leveraging Implicit Spatial Information in Global Features for Image Retrieval. ICIP (2018)
Diogo C. Luvizon, David Picard, Hedi Tabia
2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning. CVPR (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Matthieu Cord
Images and Recipes: Retrieval in the Cooking Context. ICDE Workshops (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. ICIP (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. CoRR (2018)
Marie-Morgane Paumard, David Picard, Hedi Tabia
Image Reassembly Combining Deep Learning and Shortest Path Problem. ECCV (6) (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Matthieu Cord
Images & Recipes: Retrieval in the cooking context. CoRR (2018)
Diogo C. Luvizon, Hedi Tabia, David Picard
Human Pose Regression by Combining Indirect Part Detection and Contextual Information. CoRR (2017)
Aladine Chetouani, Robert Erdmann, David Picard, Filippo Stanco
Special Section Guest Editorial: Image Processing for Cultural Heritage. J. Electronic Imaging 26 (1) (2017)
David Picard
Very Fast Kernel SVM under Budget Constraints. CoRR (2017)
Diogo Carbonera Luvizon, Hedi Tabia, David Picard
Learning features combination for human action recognition from skeleton sequences. Pattern Recognit. Lett. 99 (2017)
Olivier Kihl, David Picard, Philippe Henri Gosselin
Local polynomial space-time descriptors for action classification. Mach. Vis. Appl. 27 (3) (2016)
Patrice Abry, Andrew G. Klein, Paul Messier, Stéphane G. Roux, Margaret Holben Ellis, William A. Sethares, David Picard, Yuanhao Zhai, David L. Neuhoff, Herwig Wendt, Stéphane Jaffard, C. Richard Johnson Jr.
Wove paper analysis through texture similarities. ACSSC (2016)
David Picard, Thomas Henn, Georg Dietz
Non-negative dictionary learning for paper watermark similarity. ACSSC (2016)
Michaël Blot, David Picard, Matthieu Cord, Nicolas Thome
Gossip training for deep learning. CoRR (2016)
David Picard
Preserving local spatial information in image similarity using tensor aggregation of local features. ICIP (2016)
Jérôme Fellus, David Picard, Philippe-Henri Gosselin
Indexation multimédia par dictionnaires visuels en environnement décentralisé. Une approche par protocoles Gossip. Traitement du Signal 32 (1) (2015)
David Picard, Philippe Henri Gosselin, Marie-Claude Gaspard
Challenges in Content-Based Image Indexing of Cultural Heritage Collections: Support vector machine active learning with applications to text classification. IEEE Signal Process. Mag. 32 (4) (2015)
Hervé Le Borgne, Philippe Henri Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2015: Semantic Indexing. TRECVID (2015)
Jérôme Fellus, David Picard, Philippe-Henri Gosselin
Asynchronous decentralized convex optimization through short-term gradient averaging. ESANN (2015)
Olivier Kihl, David Picard, Philippe Henri Gosselin
A unified framework for local visual descriptors evaluation. Pattern Recognit. 48 (4) (2015)
Nicolas Cazin, Aymeric Histace, David Picard, Benoit Gaudou
On the Joint Modeling of the Behavior of Social Insects and Their Interaction with Environment by Taking into Account Physical Phenomena Like Anisotropic Diffusion. PAAMS (Workshops) (2015)
Jérôme Fellus, David Picard, Philippe Henri Gosselin
Asynchronous gossip principal components analysis. Neurocomputing 169 (2015)
David Picard, Inbar Fijalkow
Second order model deviations of local Gabor features for texture classification. ACSSC (2014)
Thibaut Durand, David Picard, Nicolas Thome, Matthieu Cord
Semantic pooling for image categorization using multiple kernel learning. ICIP (2014)
Romain Negrel, David Picard, Philippe Henri Gosselin
Dimensionality reduction of visual features using sparse projectors for content-based image retrieval. ICIP (2014)
Jérôme Fellus, David Picard, Philippe Henri Gosselin
Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers. ESANN (2014)
Thibaut Durand, Nicolas Thome, Matthieu Cord, David Picard
Incremental learning of latent structural SVM for weakly supervised image classification. ICIP (2014)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID (2014)
Hedi Tabia, Hamid Laga, David Picard, Philippe Henri Gosselin
Covariance Descriptors for 3D Shape Matching and Retrieval. CVPR (2014)
Romain Negrel, David Picard, Philippe Henri Gosselin
Efficient Metric Learning Based Dimension Reduction Using Sparse Projectors for Image Near Duplicate Retrieval. ICPR (2014)
Romain Negrel, David Picard, Philippe Henri Gosselin
Evaluation of second-order visual features for land-use classification. CBMI (2014)
David Picard, Ngoc-Son Vu, Inbar Fijalkow
Photographic paper texture classification using model deviation of local visual descriptors. ICIP (2014)
Mehdi Badr, Dan Vodislav, David Picard, Shaoyi Yin, Philippe Henri Gosselin
Multi-criteria search algorithm: An efficient approximate k-NN algorithm for image retrieval. ICIP (2013)
Olivier Kihl, David Picard, Philippe Henri Gosselin
A unified formalism for video descriptors. ICIP (2013)
Philippe Henri Gosselin, David Picard
Machine Learning and Content-Based Multimedia Retrieval. ESANN (2013)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Iván González-Díaz, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Thi-Thu-Thuy Vuong, Han Dong, Nadia Derbas, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID (2013)
Romain Negrel, David Picard, Philippe Henri Gosselin
Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual Descriptors. IEEE Multim. 20 (3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Picard