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Picture for David Picard

Non asymptotic bounds in asynchronous sum-weight gossip protocols


Nov 19, 2021
David Picard, Jérôme Fellus, Stéphane Garnier

* Unpublished work done circa 2016 

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Latent reweighting, an almost free improvement for GANs


Oct 19, 2021
Thibaut Issenhuth, Ugo Tanielian, David Picard, Jeremie Mary


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Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision


Sep 16, 2021
David Picard


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Image Collation: Matching illustrations in manuscripts


Aug 18, 2021
Ryad Kaoua, Xi Shen, Alexandra Durr, Stavros Lazaris, David Picard, Mathieu Aubry

* accepted to ICDAR 2021 

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Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation


Aug 03, 2021
Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot


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Learning Uncertainty For Safety-Oriented Semantic Segmentation In Autonomous Driving


May 28, 2021
Victor Besnier, David Picard, Alexandre Briot


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Deep Learning Based Detection for Spectrally Efficient FDM Systems


Mar 21, 2021
David Picard, Arsenia Chorti


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Rate Analysis and Deep Neural Network Detectors for SEFDM FTN Systems


Mar 03, 2021
Arsenia Chorti, David Picard


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SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression


Sep 04, 2020
Diogo Luvizon, Hedi Tabia, David Picard

* Under review at PR 

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Improving Deep Metric Learning with Virtual Classes and Examples Mining


Jun 11, 2020
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein


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Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path Optimization


May 26, 2020
Marie-Morgane Paumard, David Picard, Hedi Tabia

* IEEE Transactions on Image Processing (2020) 

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DIABLO: Dictionary-based Attention Block for Deep Metric Learning


Apr 30, 2020
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein

* Pre-print. Accepted for publication at Pattern Recognition Letters 

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Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition


Dec 15, 2019
Diogo C Luvizon, Hedi Tabia, David Picard

* Submitted to TPAMI. arXiv admin note: text overlap with arXiv:1802.09232 

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Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates


Nov 28, 2019
Diogo C Luvizon, Hedi Tabia, David Picard


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Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings


Aug 07, 2019
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein

* Camera-ready for our ICCV 2019 paper (poster) 

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Efficient Codebook and Factorization for Second Order Representation Learning


Jun 05, 2019
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein

* Accepted at IEEE International Conference on Image Processing (ICIP) 2019 

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Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks


Jul 05, 2018
Marie-Morgane Paumard, David Picard, Hedi Tabia

* ICIP 2018 

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Leveraging Implicit Spatial Information in Global Features for Image Retrieval


Jun 23, 2018
Pierre Jacob, David Picard, Aymeric Histace, Edouard Klein

* 8 pages, 2 figures and 1 table. Draft paper for conference, IEEE International Conference on Image Processing (ICIP) 2018 

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Images & Recipes: Retrieval in the cooking context


May 02, 2018
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Matthieu Cord

* Published at DECOR / ICDE 2018. Extended version accepted at SIGIR 2018, available here: arXiv:1804.11146 

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Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings


Apr 30, 2018
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord

* accepted at the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, 2018 

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GoSGD: Distributed Optimization for Deep Learning with Gossip Exchange


Apr 04, 2018
Michael Blot, David Picard, Matthieu Cord


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2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning


Mar 21, 2018
Diogo C. Luvizon, David Picard, Hedi Tabia

* To appear in CVPR 2018 

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Human Pose Regression by Combining Indirect Part Detection and Contextual Information


Oct 06, 2017
Diogo C. Luvizon, Hedi Tabia, David Picard


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Very Fast Kernel SVM under Budget Constraints


Dec 31, 2016
David Picard


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Gossip training for deep learning


Nov 29, 2016
Michael Blot, David Picard, Matthieu Cord, Nicolas Thome


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