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.
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.
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
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.
Conference papers
hal-03575517v1
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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
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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.
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
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Surface Reconstruction from 3D Line Segments
Pierre-Alain Langlois
,
Alexandre Boulch
,
Renaud Marlet
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
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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
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.
Journal articles
hal-03620996v2
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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.
Journal articles
hal-03991207v1
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The 2022 IEEE GRSS Data Fusion Contest: Semisupervised Learning [Technical Committees]
Ronny Hansch
,
Claudio Persello
,
Gemine Vivone
,
Javiera Castillo Navarro
,
Alexandre Boulch
et al.
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
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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
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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
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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
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