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Structure: Internal structure identifier : 546381
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Energy-Based Models for Earth Observation Applications

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
ICLR Workshop on Energy Based Models, 2021, Virtual, France
Conference papers hal-03354935v1
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Code for reproducible research - Self-supervised learning with rotation-invariant kernels

Léon Zheng , Gilles Puy , Elisa Riccietti , Patrick Pérez , Rémi Gribonval et al.
Software hal-03737572v1
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Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning

Tianshu Chu , Xinmeng Li , Huy V. Vo , Ronald M Summers , Elena Sizikova et al.
MIDL 2021 - Medical Imaging with Deep Learning, Jul 2021, Lubeck, Germany
Conference papers hal-03478040v1
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Classification and Generation of Earth Observation Images using a Joint Energy-Based Model

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, France
Conference papers hal-03379992v1
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Code for reproducible research - Efficient Identification of Butterfly Sparse Matrix Factorizations

Léon Zheng , Elisa Riccietti , Rémi Gribonval
Software hal-03620052v1
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LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation

Florent Bartoccioni , Éloi Zablocki , Andrei Bursuc , Patrick Pérez , Matthieu Cord et al.
CoRL 2022 - Conference on Robot Learning, Dec 2022, Auckland, New Zealand. pp.1-21
Conference papers hal-03875582v1
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Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance suite, dataset analysis and multi-task network study

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Nicolas Audebert , Sébastien Lefèvre et al.
Machine Learning, 2022, 111, pp.3125-3160. ⟨10.1007/s10994-020-05943-y⟩
Journal articles hal-03132924v1
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Multi-scale analysis of the effect of loading conditions on monotonic and fatigue behavior of a glass fiber reinforced polyphenylene sulfide (PPS) composite

Peiyuan Zuo , R.C. Benevides , M.A. Laribi , Joseph Fitoussi , Mohammadali Shirinbayan et al.
Composites Part B: Engineering, 2018, 145, pp.173-181. ⟨10.1016/j.compositesb.2018.03.031⟩
Journal articles hal-02446702v1
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Energy-based Models in Earth Observation: from Generation to Semi-supervised Learning

Javiera Castillo-Navarro , Bertrand Le Saux , Alexandre Boulch , Sébastien Lefèvre
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5613211. ⟨10.1109/TGRS.2021.3126428⟩
Journal articles hal-03379500v1
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Deep Surface Reconstruction from Point Clouds with Visibility Information

Raphael Sulzer , Loic Landrieu , Alexandre Boulch , Renaud Marlet , Bruno Vallet et al.
26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.2415-2422, ⟨10.1109/ICPR56361.2022.9956560⟩
Conference papers hal-03575517v1

Large-Scale Unsupervised Object Discovery

Huy V. Vo , Elena Sizikova , Cordelia Schmid , Patrick Pérez , Jean Ponce et al.
NeurIPS - Thirty-fifth Conference on Neural Information Processing Systems, Dec 2021, Virtual, Canada
Conference papers hal-03541587v1

Report on the 2022 IEEE Geoscience and Remote Sensing Society Data Fusion Contest: Semisupervised learning

Ronny Hansch , Claudio Persello , Gemine Vivone , Javiera Castillo Navarro , Alexandre Boulch et al.
IEEE geoscience and remote sensing magazine, 2022, pp.2-5. ⟨10.1109/MGRS.2022.3219935⟩
Journal articles hal-03991233v1
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Efficient Identification of Butterfly Sparse Matrix Factorizations

Léon Zheng , Elisa Riccietti , Rémi Gribonval
SIAM Journal on Mathematics of Data Science, In press
Journal articles hal-03362626v6

Surface Reconstruction from 3D Line Segments

Pierre-Alain Langlois , Alexandre Boulch , Renaud Marlet
2019 International Conference on 3D Vision (3DV), Sep 2019, Québec City, Canada. pp.553-563, ⟨10.1109/3DV.2019.00067⟩
Conference papers hal-02344362v1
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SoDeep: a Sorting Deep net to learn ranking loss surrogates

Martin Engilberge , Louis Chevallier , Patrick Pérez , Matthieu Cord
CVPR 2019 - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2019, Long Beach, United States
Conference papers hal-02171870v1
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A Neural Tangent Kernel Perspective of GANs

Jean-Yves Franceschi , Emmanuel de Bézenac , Ibrahim Ayed , Mickaël Chen , Sylvain Lamprier et al.
Thirty-ninth International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States.
Conference poster hal-03716574v1

Localizing Objects with Self-Supervised Transformers and no Labels

Oriane Siméoni , Gilles Puy , Huy V. Vo , Simon Roburin , Spyros Gidaris et al.
BMVC 2021 - 32nd British Machine Vision Conference, Nov 2021, Virtual, United Kingdom
Conference papers hal-03541602v1
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A Neural Tangent Kernel Perspective of GANs

Jean-Yves Franceschi , Emmanuel de Bézenac , Ibrahim Ayed , Mickaël Chen , Sylvain Lamprier et al.
39th International Conference on Machine Learning, International Machine Learning Society, Jul 2022, Baltimore, MD, United States. pp.6660-6704
Conference papers hal-03254591v5
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An automatic procedure to select a block size in the continuous generalized extreme value model estimation

Pascal Sielenou Dkengne , Stéphane Girard , Samia Ahiad
2020
Preprints, Working Papers, ... hal-02952279v1
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Fast learning of fast transforms, with guarantees

Quoc-Tung Le , Léon Zheng , Elisa Riccietti , Rémi Gribonval
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747791⟩
Conference papers hal-03438881v2
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IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGE VIDEO COLLECTIONS USING WEAK SUPERVISION

Sanjeel Parekh , Alexey Ozerov , Slim Essid , Ngoc Duong , Patrick Pérez et al.
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, United States
Conference papers hal-02380780v1
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Spatially-consistent Feature Matching and Learning for Heritage Image Analysis

Xi Shen , Robin Champenois , Shiry Ginosar , Ilaria Pastrolin , Morgane Rousselot et al.
International Journal of Computer Vision, 2022, ⟨10.1007/s11263-022-01576-x⟩
Journal articles hal-03620996v2

CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA

W.-H. Tseng , H.-A. Lê , A. Boulch , Sébastien Lefèvre , D. Tiede et al.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, V-2-2022, pp.415-421. ⟨10.5194/isprs-annals-V-2-2022-415-2022⟩
Journal articles hal-03991207v1

The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]

Ronny Hansch , Claudio Persello , Gemine Vivone , Javiera Castillo Navarro , Alexandre Boulch et al.
IEEE geoscience and remote sensing magazine, 2022, 10 (1), pp.334-337. ⟨10.1109/MGRS.2022.3144291⟩
Journal articles hal-03991258v1
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PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds

Anh-Quan Cao , Gilles Puy , Alexandre Boulch , Renaud Marlet
ICCV 2021 - International Conference on Computer Vision, Oct 2021, Montreal / Virtual, Canada
Conference papers hal-03364975v1
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Scalable Surface Reconstruction with Delaunay-Graph Neural Networks

Raphael Sulzer , Loic Landrieu , Renaud Marlet , Bruno Vallet
Computer Graphics Forum, 2021, Eurographics Symposium on Geometry Processing 2021, July 12 – 14, 2021, 40 (5), pp.157 - 167. ⟨10.1111/cgf.14364⟩
Journal articles hal-03312448v1

ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation

Antoine Saporta , Tuan-Hung Vu , Matthieu Cord , Patrick Pérez
Workshop on Scalability in Autonomous Driving at IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020, Seattle, Washington (virtual), United States
Conference papers hal-03482770v1
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Approximating shapes in images with low-complexity polygons

Muxingzi Li , Florent Lafarge , Renaud Marlet
CVPR 2020 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2020, Seattle / Virtual, United States
Conference papers hal-02526028v1

This dataset does not exist: training models from generated images

Victor Besnier , Himalaya Jain , Andrei Bursuc , Matthieu Cord , Patrick Pérez et al.
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Conference papers hal-02507436v1

The Missing Data Encoder: Cross-Channel Image Completion with Hide-And-Seek Adversarial Network

Arnaud Dapogny , Matthieu Cord , Patrick Pérez
AAAI-20 - Thirty-Fourth AAAI Conference on Artificial Intelligence, Feb 2020, New York, New York, United States
Conference papers hal-02507454v1