Alexandre Boulch
Publications
Publications
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LiDPM: Rethinking Point Diffusion for Lidar Scene CompletionIV 2025 - Intelligent Vehicle Symposium, Jun 2025, Cluj - Napoca, Romania |
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Improving Multimodal Distillation for 3D Semantic Segmentation under Domain ShiftBMVC 2025 - 36th British Machine Vision Conference, BMVA, Dec 2025, Sheffield, United Kingdom |
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UNIT: Unsupervised Online Instance Segmentation through TimeInternational Conference on 3D Vision 2025, Mar 2025, Singapour, Singapore |
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OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2024, Vancouver, Canada. pp.4493-4503, ⟨10.1109/CVPRW63382.2024.00452⟩ |
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Train Till You Drop: Towards Stable and Robust Source-Free Unsupervised 3D Domain AdaptationEuropean Conference on Computer Vision, 2024, Sep 2024, Milan (Italie), Italy. pp.1-19, ⟨10.1007/978-3-031-72661-3_1⟩ |
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Deep Surface Reconstruction from Point Clouds with Visibility Information26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.2415-2422, ⟨10.1109/ICPR56361.2022.9956560⟩ |
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Energy-Based Models for Earth Observation ApplicationsICLR Workshop on Energy Based Models, 2021, Virtual, France |
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Classification and Generation of Earth Observation Images using a Joint Energy-Based ModelIGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Bruxelles, Belgium |
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STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow EstimationICPR 2020, Jan 2021, Milan, Italy. pp.2462-2469, ⟨10.1109/ICPR48806.2021.9412269⟩ |
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PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point CloudsICCV 2021 - International Conference on Computer Vision, Oct 2021, Montreal / Virtual, Canada. ⟨10.1109/iccv48922.2021.01298⟩ |
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Energy-based Models for Earth Observation ApplicationsORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France |
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On Auxiliary Losses for Semi-Supervised Semantic SegmentationECML PKDD 2020: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Gand, Belgium |
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Réseaux de neurones semi-supervisés pour la segmentation sémantique en télédétectionColloque GRETSI sur le Traitement du Signal et des Images, 2019, Lille, France |
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Learning to Understand Earth Observation Images with Weak and Unreliable Ground TruthIGARSS 2019, Jul 2019, Yokohama, Japan. pp.5602-5605, ⟨10.1109/IGARSS.2019.8898563⟩ |
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Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change DetectionComputer Vision and Pattern Recognition Workshops, Jun 2019, Long Beach, United States |
Generalizing Discrete Convolutions for Unstructured Point Clouds12th Eurographics Workshop on 3D Object Retrieval, 3DOR 2019, in conjunction with the 40th Annual Conference of the European Association for Computer Graphics, EG 2019, May 2019, Gênes, Italy. ⟨10.2312/3dor.20191064⟩ |
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Fast Stereo Disparity Maps Refinement By Fusion of Data-Based And Model-Based Estimations3DV 2019 - International Conference on 3D Vision, Sep 2019, Québec, Canada. pp.9-17, ⟨10.1109/3DV.2019.00011⟩ |
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Surface Reconstruction from 3D Line Segments2019 International Conference on 3D Vision (3DV), Sep 2019, Québec, Canada. pp.553-563, ⟨10.1109/3DV.2019.00067⟩ |
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Détection et reconnaissance d’endommagements dans les matériaux composites par Deep Learning21ème Journées Nationales sur les Composites, École Nationale Supérieure d'Arts et Métiers (ENSAM) - Bordeaux, Jul 2019, Bordeaux, Talence, France |
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What Data are needed for Semantic Segmentation in Earth Observation?2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8809071⟩ |
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Large-scale semantic classification: outcome of the first year of Inria aerial image labeling benchmarkIGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.1-4, ⟨10.1109/IGARSS.2018.8518525⟩ |
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Learning Speckle Suppression in Sar Images Without Ground Truth: Application to Sentinel-1 Time-Series38th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Jul 2018, Valencia, Spain. pp.2366-2369, ⟨10.1109/IGARSS.2018.8519370⟩ |
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Fully Convolutional Siamese Networks for Change DetectionIEEE International Conference on Image Processing, Oct 2018, Athènes, Greece |
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Détection dense de changements par réseaux de neurones siamoisReconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France |
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Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural NetworksIGARSS 2018, Jul 2018, Valencia, Spain |
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Segmentation sémantique profonde par régression sur cartes de distances signéesReconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France |
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Railway Detection: From Filtering to Segmentation Networks38th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Jul 2018, Valencia, Spain. pp.4819-4822, ⟨10.1109/IGARSS.2018.8517865⟩ |
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SnapNet-R: Consistent 3D Multi-View Semantic Labeling for RoboticsIEEE International Conference on Computer Vision Workshop (ICCVW), Oct 2017, Venise, Italy. ⟨10.1109/ICCVW.2017.85⟩ |
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Deep learning for urban remote sensingJoint Urban Remote Sensing Event (JURSE), Mar 2017, Dubaï, United Arab Emirates. ⟨10.1109/JURSE.2017.7924536⟩ |
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Un générateur de boites englobantes parcimonieux pour la détection d'objets dans des vidéosXXV colloque Gretsi 2015, Sep 2015, Lyon, France |
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Statistical Criteria for Shape Fusion and SelectionInternational Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. ⟨10.1109/ICPR.2014.171⟩ |
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Driving on Registers2026 |
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Technical Report: Co-learning of geometry and semantics for online 3D mapping[Research Report] ONERA. 2019 |
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Reconstruction automatique de maquettes numériques 3DTraitement du signal et de l'image [eess.SP]. Université Paris-Est, 2014. Français. ⟨NNT : 2014PEST1099⟩ |