NA
Nicolas Audebert
cs.CVcs.NEcs.AIcs.LGeess.IVcs.MMcs.NIcs.SDeess.ASstat.ML
On Valency
published · living versionsW_jdvx73gz·v1 · currentpublished
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks
with Bertrand Le Saux, Sébastien Lefèvre
1 version
Preprints & journals
23 papers in the corpus · 2016–2026ABM: Alignment-Aware Bridge Matching for Image-to-Image Translation2607.16294v1 · Aimi Okabayashi (UBS Vannes), Georges Le Bellier, CEDRIC - VERTIGO et al.2026 · 0 citationsarXiv
FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation2512.05140v1 · Georges Le Bellier (CEDRIC - VERTIGO, Cnam), Nicolas Audebert (LaSTIG et al.2025 · 0 citationsarXiv
Detecting Notational Errors in Digital Music Scores2510.02746v1 · G'er'e L'eo (Cnam, CEDRIC - VERTIGO), Nicolas Audebert (LaSTIG et al.2025 · 0 citationsInternational Conference on Technologies for Music Notation and Representation (TENOR) 2025, Oct 2025, Beijing, China
Optimization of Rank Losses for Image Retrieval.40036543 · Ramzi, Elias, Audebert, Nicolas, Rambour, Clement et al.2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(6):4317-4329
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models2412.04204v2 · Valerio Marsocci, Yuru Jia, Georges Le Bellier et al.2024 · 7 citationsarXiv
GalLoP: Learning Global and Local Prompts for Vision-Language Models2407.01400v2 · Marc Lafon, Elias Ramzi, Cl'ement Rambour et al.2024 · 33 citationsThe 18th European Conference on Computer Vision ECCV 2024
Hierarchical Average Precision Training for Pertinent Image Retrieval2207.04873v2 · Elias Ramzi (CNAM, CEDRIC - VERTIGO), Nicolas Audebert (CNAM et al.2022 · 7 citationsECCV 2022, Oct 2022, Tel-Aviv, Israel
Efficient Autoprecoder-based deep learning for massive MU-MIMO Downlink under PA Non-Linearities2202.03190v1 · Xinying Cheng (CNAM, CEDRIC - LAETITIA), Rafik Zayani (CEA-LETI) et al.2022 · 8 citationsIEEE Wireless Communications and Networking Conference, Apr 2022, Austin, United States
Robust and Decomposable Average Precision for Image Retrieval2110.01445v3 · Elias Ramzi (CNAM, CEDRIC - VERTIGO), Nicolas Thome (CNAM et al.2021 · 19 citationsThirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Sydney, Australia
Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree2108.11629v1 · Chen Dang (QR), Hicham Randrianarivo (QR), Raphael Fournier-S'Niehotta (CNAM et al.2021 · 0 citationsGEM: Graph Embedding and Mining - ECML/PKDD Workshops, Sep 2021, Bilbao, Spain
PKSpell: Data-Driven Pitch Spelling and Key Signature Estimation2107.14009v1 · Francesco Foscarin (CNAM), Nicolas Audebert, Raphael Fournier-S'Niehotta2021 · 1 citationarXiv
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study2010.07830v1 · Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch et al.2020 · 76 citationsarXiv
Distance transform regression for spatially-aware deep semantic segmentation1909.01671v1 · Nicolas Audebert (OBELIX), Alexandre Boulch, Bertrand Le Saux et al.2019 · 48 citationsarXiv
Multimodal deep networks for text and image-based document classification1907.06370v1 · Nicolas Audebert, Catherine Herold, Kuider Slimani et al.2019 · 124 citationsarXiv
Deep Learning for Classification of Hyperspectral Data: A Comparative Review1904.10674v1 · Nicolas Audebert (OBELIX), Bertrand Saux, S'ebastien Lefevre (OBELIX)2019 · 696 citationsarXiv
Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples1806.02583v1 · Nicolas Audebert, Bertrand Le Saux, S'ebastien Lefevre (OBELIX)2018 · 61 citationsInternational Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valencia, Spain
Deep learning for semantic segmentation of remote sensing images with rich spectral content1712.01600v1 · A Hamida, A. Benoit (IPNL), P. Lambert (LISTIC) et al.2017 · 24 citationsarXiv
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks1711.08681v1 · Nicolas Audebert (OBELIX, Palaiseau), Bertrand Le Saux (Palaiseau) et al.2017 · 674 citationsarXiv
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps1705.06057v1 · Nicolas Audebert (Palaiseau, OBELIX), Bertrand Le Saux (Palaiseau) et al.2017 · 122 citationsEARTHVISION 2017 IEEE/ISPRS CVPR Workshop. Large Scale Computer Vision for Remote Sensing Imagery, Jul 2017, Honolulu, United States. 2017
Fusion of Heterogeneous Data in Convolutional Networks for Urban Semantic Labeling (Invited Paper)1701.05818v1 · Nicolas Audebert (Palaiseau, OBELIX), Bertrand Le Saux (Palaiseau) et al.2017 · 0 citationsarXiv
On the usability of deep networks for object-based image analysis1609.06845v1 · Nicolas Audebert (OBELIX, Palaiseau), Bertrand Le Saux (Palaiseau) et al.2016 · 6 citationsarXiv
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks1609.06846v1 · Nicolas Audebert (OBELIX, Palaiseau), Bertrand Le Saux (Palaiseau) et al.2016 · 384 citationsarXivon Valency
How Useful is Region-based Classification of Remote Sensing Images in a Deep Learning Framework?1609.06861v1 · Nicolas Audebert (OBELIX, Palaiseau), Bertrand Le Saux (Palaiseau) et al.2016 · 37 citationsarXiv
Career total: 110 works. 23 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.