LL
Loic Landrieu
cs.CVcs.AIcs.LGeess.IVmath.OCstat.MLcs.CGautism spectrum disorder (ASD)comorbiditycs.DS
On Valency
published · living versionsW_4tf2r79f·v1 · currentpublished
Rethinking Neural Thickets Without Weight Perturbations
with Nicolas Dufour, Elouan Gardès, Amil Dravid, Patrick Pérez
1 version
Preprints & journals
47 papers in the corpus · 2015–2026Counting Trees from Satellite Imagery with Noisy Supervision2606.24786v2 · Dimitri Gominski, Maurice Mugabowindekwe, Qiue Xu et al.2026 · 0 citationsarXiv
Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have2606.05107v1 · Elouan Gardes, Seung Eun Yi, Kartik Ahuja et al.2026 · 0 citationsarXiv
Environmental Footprint of GenAI Research: Insights from the Moshi Foundation Model2604.11154v1 · Marta L'opez-Rauhut, Loic Landrieu, Mathieu Aubry et al.2026 · 0 citationsarXiv
UNIGEOCLIP: Unified Geospatial Contrastive Learning2604.11668v1 · Guillaume Astruc, Eduard Trulls, Jan Hosang et al.2026 · 0 citationsCVPR 2026 EarthVision
PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer2604.06129v1 · David Picard, Nicolas Dufour, Lucas Degeorge et al.2026 · 0 citationsarXiv
Adapting Vision Transformers to Ultra-High Resolution Semantic Segmentation with Relay Tokens2601.05927v1 · Yohann Perron, Vladyslav Sydorov, Christophe Pottier et al.2026 · 0 citationsarXiv
FORMSpoT: Revealing Fine-Scale Forest Disturbances from Nation-Wide 1.5 m Forest Canopy Height Time Series2512.17021v2 · Martin Schwartz, Fajwel Fogel, Nikola Besic et al.2025 · 0 citations2026, Remote Sensing of Environment 346, 115631
Order Matters: 3D Shape Generation from Sequential VR Sketches2512.04761v3 · Yizi Chen, Sidi Wu, Tianyi Xiao et al.2025 · 0 citationsarXiv
EZ-SP: Fast and Lightweight Superpoint-Based 3D Segmentation2512.00385v2 · Louis Geist, Loic Landrieu, Damien Robert2025 · 1 citationarXiv
Segmenting France Across Four Centuries2505.24824v1 · Marta L'opez-Rauhut, Hongyu Zhou, Mathieu Aubry et al.2025 · 0 citationsarXiv
CoDEx: Combining Domain Expertise for Spatial Generalization in Satellite Image Analysis2504.19737v1 · Abhishek Kuriyal, Elliot Vincent, Mathieu Aubry et al.2025 · 2 citationsarXiv
AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities2412.14123v3 · Guillaume Astruc, Nicolas Gonthier, Clement Mallet et al.2024 · 33 citationsarXiv
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation2412.06781v1 · Nicolas Dufour, David Picard, Vicky Kalogeiton et al.2024 · 6 citationsarXiv
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era2412.05203v2 · Yohann Perron, Vladyslav Sydorov, Adam P. Wijker et al.2024 · 1 citationarXiv
A Survey and Benchmark of Automatic Surface Reconstruction from Point Clouds.40030509 · Sulzer, Raphael, Marlet, Renaud, Vallet, Bruno et al.2025 · 36 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;PP
Open-Canopy: Towards Very High Resolution Forest Monitoring2407.09392v4 · Fajwel Fogel, Yohann Perron, Nikola Besic et al.2024 · 10 citationsarXiv
OpenStreetView-5M: The Many Roads to Global Visual Geolocation2404.18873v1 · Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis et al.2024 · 18 citationsarXiv
OmniSat: Self-Supervised Modality Fusion for Earth Observation2404.08351v3 · Guillaume Astruc, Nicolas Gonthier, Clement Mallet et al.2024 · 39 citationsECCV 2024
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation2403.20142v1 · Sidi Wu, Yizi Chen, Samuel Mermet et al.2024 · 68 citationsarXiv
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering2401.06704v2 · Damien Robert, Hugo Raguet, Loic Landrieu2024 · 32 citationsarXiv
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery2310.13336v1 · Anatol Garioud, Nicolas Gonthier, Loic Landrieu et al.2023 · 27 citationsarXiv
Efficient 3D Semantic Segmentation with Superpoint Transformer2306.08045v2 · Damien Robert, Hugo Raguet, Loic Landrieu2023 · 137 citationsarXiv
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans2304.09704v2 · Romain Loiseau, Elliot Vincent, Mathieu Aubry et al.2023 · 7 citationsarXiv
Diagnostic Process for Autism Spectrum Disorder: A Meta-Analysis of Worldwide Clinical Practice Guidelines for the Initial Somatic Assessment.36553329 · Dauchez, Tom, Camelot, Guillaume, Levy, Charlotte et al.2022 · 5 citationsChildren (Basel, Switzerland). 2022;9(12)
A Model You Can Hear: Audio Identification with Playable Prototypes2208.03311v1 · Romain Loiseau, Baptiste Bouvier, Yann Teytaut et al.2022 · 5 citationsarXiv
Online Segmentation of LiDAR Sequences: Dataset and Algorithm2206.08194v2 · Romain Loiseau, Mathieu Aubry, Loic Landrieu2022 · 20 citationsarXiv
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans2204.11620v1 · Ekaterina Kalinicheva, Loic Landrieu, Cl'ement Mallet et al.2022 · 7 citationsarXiv
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation2204.07548v2 · Damien Robert, Bruno Vallet, Loic Landrieu2022 · 100 citationsIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 5575-5584. 2022
Deep Surface Reconstruction from Point Clouds with Visibility Information2202.01810v1 · Raphael Sulzer, Loic Landrieu, Alexandre Boulch et al.2022 · 12 citationsarXiv
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning2201.08051v1 · Ekaterina Kalinicheva, Loic Landrieu, Cl'ement Mallet et al.2022 · 6 citationsarXiv
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds2112.13583v1 · Ekaterina Kalinicheva, Loic Landrieu, Cl'ement Mallet et al.2021 · 1 citationSilviLaser 2021 Conference
Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series2112.07558v1 · Vivien Sainte Fare Garnot, Loic Landrieu, Nesrine Chehata2021 · 154 citationsarXiv
Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time Series2110.08187v2 · F'elix Quinton, Loic Landrieu2021 · 15 citationsarXiv
Representing Shape Collections with Alignment-Aware Linear Models2109.01605v2 · Romain Loiseau, Tom Monnier, Mathieu Aubry et al.2021 · 9 citationsarXiv
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks2107.07933v4 · Vivien Sainte Fare Garnot, Loic Landrieu2021 · 240 citationsarXiv
Scalable Surface Reconstruction with Delaunay-Graph Neural Networks2107.06130v3 · Raphael Sulzer, Loic Landrieu, Renaud Marlet et al.2021 · 17 citationsComputer Graphics Forum 2021
Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds2010.04642v1 · Thomas Chaton, Nicolas Chaulet, Sofiane Horache et al.2020 · 5 citationsarXiv
Leveraging Class Hierarchies with Metric-Guided Prototype Learning2007.03047v3 · Vivien Sainte Fare Garnot, Loic Landrieu2020 · 26 citationsarXiv
Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series2007.00586v3 · Vivien Sainte Fare Garnot, Loic Landrieu2020 · 2 citationsarXiv
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention1911.07757v1 · Vivien Sainte Fare Garnot, Loic Landrieu, Sebastien Giordano et al.2019 · 194 citationsarXiv
Supervized Segmentation with Graph-Structured Deep Metric Learning1905.04014v2 · Loic Landrieu, Mohamed Boussaha2019 · 1 citationarXiv
Parallel Cut Pursuit For Minimization of the Graph Total Variation1905.02316v1 · Hugo Raguet, Loic Landrieu2019 · 4 citationsarXiv
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning1904.02113v1 · Loic Landrieu, Mohamed Boussaha2019 · 199 citationsarXiv
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series1901.10503v1 · Vivien Sainte Fare Garnot, Loic Landrieu, Sebastien Giordano et al.2019 · 70 citationsInternational Geoscience and Remote Sensing Symposium 2019
Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation1802.04383v2 · Hugo Raguet, Loic Landrieu2018 · 7 citationsarXiv
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs1711.09869v2 · Loic Landrieu, Martin Simonovsky2017 · 1,543 citationsarXiv
Preconditioning of a Generalized Forward-Backward Splitting and Application to Optimization on Graphs1504.07699v3 · Raguet Hugo, Landrieu Loic2015 · 45 citationsarXiv
Career total: 93 works. 47 are in this corpus.
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