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Alexandre Boulch
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2020 – today
- 2024
- [c37]Björn Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung Vu, Renaud Marlet, Nicolas Courty:
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation. 3DV 2024: 421-431 - [c36]Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit:
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds. 3DV 2024: 559-568 - [i31]Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonín Vobecký, Patrick Pérez, Renaud Marlet:
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks. CoRR abs/2404.14027 (2024) - [i30]Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord:
Valeo4Cast: A Modular Approach to End-to-End Forecasting. CoRR abs/2406.08113 (2024) - 2023
- [j15]Rodrigo Caye Daudt
, Bertrand Le Saux
, Alexandre Boulch, Yann Gousseau:
Weakly supervised change detection using guided anisotropic diffusion. Mach. Learn. 112(6): 2211-2237 (2023) - [c35]Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet:
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving. CVPR 2023: 5240-5250 - [c34]Alexandre Boulch, Corentin Sautier, Björn Michele, Gilles Puy, Renaud Marlet:
ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation. CVPR 2023: 13455-13465 - [c33]Gilles Puy, Alexandre Boulch, Renaud Marlet:
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation. ICCV 2023: 3356-3366 - [i29]Gilles Puy, Alexandre Boulch, Renaud Marlet:
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation. CoRR abs/2301.10100 (2023) - [i28]Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet:
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving. CoRR abs/2301.10222 (2023) - [i27]Björn Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung Vu, Renaud Marlet, Nicolas Courty:
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation. CoRR abs/2304.03251 (2023) - [i26]Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit:
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds. CoRR abs/2310.17281 (2023) - [i25]Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet:
Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving. CoRR abs/2310.17504 (2023) - 2022
- [j14]Javiera Castillo-Navarro
, Bertrand Le Saux
, Alexandre Boulch, Nicolas Audebert
, Sébastien Lefèvre:
Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study. Mach. Learn. 111(9): 3125-3160 (2022) - [j13]Javiera Castillo-Navarro
, Bertrand Le Saux
, Alexandre Boulch, Sébastien Lefèvre
:
Energy-Based Models in Earth Observation: From Generation to Semisupervised Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [c32]Alexandre Boulch, Renaud Marlet:
POCO: Point Convolution for Surface Reconstruction. CVPR 2022: 6292-6304 - [c31]Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet:
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data. CVPR 2022: 9881-9891 - [c30]Raphael Sulzer, Loïc Landrieu, Alexandre Boulch, Renaud Marlet, Bruno Vallet:
Deep Surface Reconstruction from Point Clouds with Visibility Information. ICPR 2022: 2415-2422 - [c29]Pierre-Alain Langlois, Yang Xiao, Alexandre Boulch, Renaud Marlet:
VASAD: a Volume and Semantic dataset for Building Reconstruction from Point Clouds. ICPR 2022: 4008-4015 - [d3]Javiera Castillo-Navarro
, Bertrand Le Saux
, Alexandre Boulch
, Nicolas Audebert
, Sébastien Lefèvre
:
MiniFrance. IEEE DataPort, 2022 - [d2]Rodrigo Caye Daudt
, Bertrand Le Saux
, Alexandre Boulch
, Yann Gousseau:
HRSCD - High Resolution Semantic Change Detection Dataset. IEEE DataPort, 2022 - [i24]Alexandre Boulch, Renaud Marlet:
POCO: Point Convolution for Surface Reconstruction. CoRR abs/2201.01831 (2022) - [i23]Raphael Sulzer, Loïc Landrieu, Alexandre Boulch, Renaud Marlet, Bruno Vallet:
Deep Surface Reconstruction from Point Clouds with Visibility Information. CoRR abs/2202.01810 (2022) - [i22]Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet:
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data. CoRR abs/2203.16258 (2022) - [i21]Wei-Hsin Tseng, Hoàng-Ân Lê, Alexandre Boulch, Sébastien Lefèvre, Dirk Tiede:
CroCo: Cross-Modal Contrastive learning for localization of Earth Observation data. CoRR abs/2204.07052 (2022) - [i20]Alexandre Boulch, Corentin Sautier, Björn Michele, Gilles Puy, Renaud Marlet:
ALSO: Automotive Lidar Self-supervision by Occupancy estimation. CoRR abs/2212.05867 (2022) - 2021
- [c28]Alexandre Boulch, Pierre-Alain Langlois, Gilles Puy, Renaud Marlet:
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping. 3DV 2021: 940-950 - [c27]Björn Michele, Alexandre Boulch, Gilles Puy, Maxime Bucher, Renaud Marlet:
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds. 3DV 2021: 992-1002 - [c26]Anh-Quan Cao, Gilles Puy, Alexandre Boulch, Renaud Marlet:
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds. ICCV 2021: 13209-13218 - [c25]Pierre-Alain Langlois, Matthew Fisher, Oliver Wang, Vladimir G. Kim, Alexandre Boulch, Renaud Marlet, Bryan C. Russell:
3D Reconstruction By Parameterized Surface Mapping. ICIP 2021: 3273-3277 - [c24]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre:
Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model. IGARSS 2021: 2098-2101 - [i19]Björn Michele, Alexandre Boulch, Gilles Puy, Maxime Bucher, Renaud Marlet:
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Cloud. CoRR abs/2108.06230 (2021) - [i18]Anh-Quan Cao
, Gilles Puy, Alexandre Boulch, Renaud Marlet:
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds. CoRR abs/2110.01269 (2021) - [i17]Alexandre Boulch, Pierre-Alain Langlois, Gilles Puy, Renaud Marlet:
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping. CoRR abs/2111.15207 (2021) - [i16]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Weakly Supervised Change Detection Using Guided Anisotropic Difusion. CoRR abs/2112.15367 (2021) - 2020
- [j12]Alexandre Boulch
:
ConvPoint: Continuous convolutions for point cloud processing. Comput. Graph. 88: 24-34 (2020) - [c23]Alexandre Boulch, Gilles Puy, Renaud Marlet:
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution. ACCV (1) 2020: 381-399 - [c22]Gilles Puy, Alexandre Boulch, Renaud Marlet:
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport. ECCV (28) 2020: 527-544 - [c21]Pierre Godet, Alexandre Boulch, Aurélien Plyer, Guy Le Besnerais:
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation. ICPR 2020: 2462-2469 - [c20]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre:
On Auxiliary Losses for Semi-Supervised Semantic Segmentation. MACLEAN@PKDD/ECML 2020 - [d1]Rodrigo Caye Daudt
, Bertrand Le Saux
, Alexandre Boulch
, Yann Gousseau:
OSCD - Onera Satellite Change Detection. IEEE DataPort, 2020 - [i15]Alexandre Boulch, Gilles Puy, Renaud Marlet:
LightConvPoint: convolution for points. CoRR abs/2004.04462 (2020) - [i14]Pierre Godet, Alexandre Boulch, Aurélien Plyer, Guy Le Besnerais:
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation. CoRR abs/2007.05481 (2020) - [i13]Gilles Puy, Alexandre Boulch, Renaud Marlet:
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport. CoRR abs/2007.11142 (2020) - [i12]Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert
, Sébastien Lefèvre:
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study. CoRR abs/2010.07830 (2020)
2010 – 2019
- 2019
- [j11]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Multitask learning for large-scale semantic change detection. Comput. Vis. Image Underst. 187 (2019) - [j10]Nicolas Audebert
, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre
:
Distance transform regression for spatially-aware deep semantic segmentation. Comput. Vis. Image Underst. 189 (2019) - [j9]Guillaume Brigot
, Marc Simard
, Elise Colin Koeniguer
, Alexandre Boulch
:
Retrieval of Forest Vertical Structure from PolInSAR Data by Machine Learning Using LIDAR-Derived Features. Remote. Sens. 11(4): 381 (2019) - [c19]Maxime Ferrera, Alexandre Boulch, Julien Moras:
Fast Stereo Disparity Maps Refinement By Fusion of Data-Based And Model-Based Estimations. 3DV 2019: 9-17 - [c18]Pierre-Alain Langlois, Alexandre Boulch, Renaud Marlet:
Surface Reconstruction from 3D Line Segments. 3DV 2019: 553-563 - [c17]Alexandre Boulch:
Generalizing Discrete Convolutions for Unstructured Point Clouds. 3DOR@Eurographics 2019: 71-78 - [c16]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection. CVPR Workshops 2019: 1461-1470 - [c15]Rodrigo Caye Daudt, Adrien Chan-Hon-Tong, Bertrand Le Saux, Alexandre Boulch:
Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth. IGARSS 2019: 5602-5605 - [c14]Javiera Castillo-Navarro, Nicolas Audebert
, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre
:
What Data are needed for Semantic Segmentation in Earth Observation? JURSE 2019: 1-4 - [i11]Alexandre Boulch:
Generalizing discrete convolutions for unstructured point clouds. CoRR abs/1904.02375 (2019) - [i10]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection. CoRR abs/1904.08208 (2019) - [i9]Nicolas Audebert
, Alexandre Boulch, Bertrand Le Saux, Sébastien Lefèvre:
Distance transform regression for spatially-aware deep semantic segmentation. CoRR abs/1909.01671 (2019) - [i8]Pierre-Alain Langlois, Alexandre Boulch, Renaud Marlet:
Surface Reconstruction from 3D Line Segments. CoRR abs/1911.00451 (2019) - [i7]Marcela Carvalho, Maxime Ferrera, Alexandre Boulch, Julien Moras, Bertrand Le Saux, Pauline Trouvé-Peloux:
Technical Report: Co-learning of geometry and semantics for online 3D mapping. CoRR abs/1911.01082 (2019) - 2018
- [j8]Alexandre Boulch
, Joris Guerry, Bertrand Le Saux, Nicolas Audebert
:
SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks. Comput. Graph. 71: 189-198 (2018) - [j7]Alexandre Boulch:
Reducing parameter number in residual networks by sharing weights. Pattern Recognit. Lett. 103: 53-59 (2018) - [c13]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch:
Fully Convolutional Siamese Networks for Change Detection. ICIP 2018: 4063-4067 - [c12]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. IGARSS 2018: 2115-2118 - [c11]Alexandre Boulch, Pauline Trouvé, Elise Colin Koeniguer, Fabrice Janez, Bertrand Le Saux:
Learning Speckle Suppression in Sar Images Without Ground Truth: Application to Sentinel-1 Time-Series. IGARSS 2018: 2366-2369 - [c10]Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Jérémie Brossard, Antoine Manier, Guilhem Villemin:
Railway Detection: From Filtering to Segmentation Networks. IGARSS 2018: 4819-4822 - [c9]Bohao Huang, Kangkang Lu, Nicolas Audebert
, Andrew Khalel, Yuliya Tarabalka, Jordan M. Malof, Alexandre Boulch, Bertrand Le Saux, Leslie M. Collins, Kyle Bradbury
, Sébastien Lefèvre
, Motaz El-Saban:
Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. IGARSS 2018: 6947-6950 - [i6]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
High Resolution Semantic Change Detection. CoRR abs/1810.08452 (2018) - [i5]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch:
Fully Convolutional Siamese Networks for Change Detection. CoRR abs/1810.08462 (2018) - [i4]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. CoRR abs/1810.08468 (2018) - [i3]Alexandre Boulch, Noëlie Cherrier, Thibaut Castaings:
Ionospheric activity prediction using convolutional recurrent neural networks. CoRR abs/1810.13273 (2018) - 2017
- [c8]Alexandre Boulch, Bertrand Le Saux
, Nicolas Audebert
:
Unstructured Point Cloud Semantic Labeling Using Deep Segmentation Networks. 3DOR@Eurographics 2017 - [c7]Frederico A. Limberger, Richard C. Wilson, Masaki Aono, Nicolas Audebert
, Alexandre Boulch, Benjamin Bustos, Andrea Giachetti
, Afzal Godil, Bertrand Le Saux, Bo Li, Yijuan Lu, Hai-Dang Nguyen
, V.-T. Nguyen, Viet-Khoi Pham
, Ivan Sipiran
, Atsushi Tatsuma, Minh-Triet Tran
, Santiago Velasco-Forero:
SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys. 3DOR@Eurographics 2017 - [c6]Emanuele Rodolà, Luca Cosmo
, Or Litany, Michael M. Bronstein, Alexander M. Bronstein, Nicolas Audebert
, A. Ben Hamza
, Alexandre Boulch, Umberto Castellani, Minh N. Do
, Duc Anh Duong, Takahiko Furuya, Andrea Gasparetto
, Y. Hong, J. Kim, Bertrand Le Saux, Roee Litman, Majid Masoumi, Giorgia Minello
, Hai-Dang Nguyen
, V.-T. Nguyen, Ryutarou Ohbuchi, Viet-Khoi Pham
, Thuyen V. Phan, M. Rezaei, Andrea Torsello, Minh-Triet Tran
, Q. T. Tran, Bao Truong, L. Wan, Changqing Zou:
Deformable Shape Retrieval with Missing Parts. 3DOR@Eurographics 2017 - [c5]Joris Guerry, Alexandre Boulch, Bertrand Le Saux, Julien Moras, Aurélien Plyer, David Filliat:
SnapNet-R: Consistent 3D Multi-view Semantic Labeling for Robotics. ICCV Workshops 2017: 669-678 - [c4]Noëlie Cherrier, Thibaut Castaings, Alexandre Boulch:
Deep Sequence-to-Sequence Neural Networks for Ionospheric Activity Map Prediction. ICONIP (5) 2017: 545-555 - [c3]Nicolas Audebert
, Alexandre Boulch, Hicham Randrianarivo, Bertrand Le Saux, Marin Ferecatu, Sébastien Lefèvre
, Renaud Marlet:
Deep learning for urban remote sensing. JURSE 2017: 1-4 - [i2]Alexandre Boulch:
ShaResNet: reducing residual network parameter number by sharing weights. CoRR abs/1702.08782 (2017) - 2016
- [j6]Alexandre Boulch, Renaud Marlet:
Deep Learning for Robust Normal Estimation in Unstructured Point Clouds. Comput. Graph. Forum 35(5): 281-290 (2016) - [j5]Manuel Campos-Taberner
, Adriana Romero-Soriano, Carlo Gatta, Gustau Camps-Valls
, Adrien Lagrange, Bertrand Le Saux
, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu, Michal Shimoni
, Gabriele Moser
, Devis Tuia:
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5547-5559 (2016) - 2015
- [c2]Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu:
Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks. IGARSS 2015: 4173-4176 - 2014
- [j4]Alexandre Boulch, Martin de La Gorce, Renaud Marlet:
Piecewise-Planar 3D Reconstruction with Edge and Corner Regularization. Comput. Graph. Forum 33(5): 55-64 (2014) - [c1]Alexandre Boulch, Renaud Marlet:
Statistical Criteria for Shape Fusion and Selection. ICPR 2014: 936-941 - 2013
- [j3]Alexandre Boulch, S. Houllier, Renaud Marlet, Olivier Tournaire:
Semantizing Complex 3D Scenes using Constrained Attribute Grammars. Comput. Graph. Forum 32(5): 33-42 (2013) - [j2]Alexandre Boulch, Éric Colin de Verdière, Atsuhiro Nakamoto
:
Irreducible Triangulations of Surfaces with Boundary. Graphs Comb. 29(6): 1675-1688 (2013) - 2012
- [j1]Alexandre Boulch, Renaud Marlet:
Fast and Robust Normal Estimation for Point Clouds with Sharp Features. Comput. Graph. Forum 31(5): 1765-1774 (2012) - 2011
- [i1]Alexandre Boulch, Éric Colin de Verdière, Atsuhiro Nakamoto:
Irreducible triangulations of surfaces with boundary. CoRR abs/1103.5364 (2011)
Coauthor Index
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