Collision Free Simplification for 2D Multi-Layered Shapes
Xianjin Gong
,
Amal Dev Parakkat
,
Damien Rohmer
International Conference on Interactive Media, Smart Systems and Emerging Technologies , Oct 2023, Barcelona, France
Conference papers
hal-04215443v1
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Weakly-supervised positional contrastive learning: application to cirrhosis classification
Emma Sarfati
,
Alexandre Bône
,
Marc-Michel Rohé
,
Pietro Gori
,
Isabelle Bloch
26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023, , Oct 2023, Vancouver, Canada
Conference papers
hal-04157998v2
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Exploiting modern GPUs architecture for real-time rendering of massive line sets
Jérémie Schertzer
Theses
tel-04204268v1
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Modèle de diffusion frugal pour l'inpainting d'images
Nicolas Cherel
,
Andrés Almansa
,
Yann Gousseau
,
Alasdair Newson
GRETSI 2023 :XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023, Grenoble, France
Conference papers
hal-04199282v1
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On Several Mathematical and Data-Driven Models for Image and Video Editing, Synthesis and Analysis
Alasdair Newson
Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2023
Habilitation à diriger des recherches
tel-04198797v1
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Factorisation Non-Négative de Matrice pour séparation de sources en Imagerie par Bioluminescence préclinique
Erwan Dereure
,
Elsa Angelini
,
Anikitos Garofalakis
,
Johanne Seguin
,
Nathalie Mignet
,
et al.
GRETSI '22 : XXVIIIème Colloque Francophone de Traitement du Signal et des Images , Sep 2022, Nancy, France
Conference papers
hal-04195670v2
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Une approche pour la tomographie SAR des zones forestières par apprentissage profond supervisé
Zoé Berenger
,
Loïc Denis
,
Florence Tupin
,
Laurent Ferro-Famil
GRETSI , Aug 2023, Grenoble, France
Conference papers
hal-04152895v1
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Schéma Plug-and-Play robuste à la corrélation spatiale du speckle pour le filtrage des données SAR polarimétriques
Cristiano Ulondu-Mendes
,
Loïc Denis
,
Florence Tupin
GRETSI , Aug 2023, Grenoble, France
Conference papers
hal-04152898v1
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Towards the generation of glioblastoma atlases with deep learning methods : Tumor segmentation and metamorphic image registration
Matthis Maillard
Theses
tel-04189275v1
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DESPECKLING OF DUAL-POL GRD SENTINEL-1 IMAGES IN EXTRA-WIDE MODE BY DEEP LEARNING
Inès Meraoumia
,
Ratha Debanshu
,
Emanuele Dalsasso
,
Loïc Denis
,
Florence Tupin
,
et al.
International Geoscience and Remote Sensing Symposium (IGARSS) 2023 , Jul 2023, Pasadena (California), United States
Conference papers
hal-04152906v1
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Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer
Rebeca Vétil
,
Clément Abi Nader
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohe
,
et al.
Cancer Prevention through early detecTion - CaPTion workshop @ MICCAI2023 , Oct 2023, Vancouver, Canada
Conference papers
hal-04185207v1
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Characterizing and Interpreting Music Expressivity through Rhythm and Loudness Simplices
Paul Lascabettes
,
Elaine Chew
,
Isabelle Bloch
International Computer Music Conference (ICMC 2023) , Oct 2023, Shenzhen, China
Conference papers
hal-04185100v1
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Decoupled conditional contrastive learning with variable metadata for prostate lesion detection
Camille Ruppli
,
Pietro Gori
,
Roberto Ardon
,
Isabelle Bloch
MILLanD - MICCAI Workshop , Oct 2023, Vancouver, Canada
Conference papers
hal-04183841v1
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A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction
Arnaud Quillent
,
Vincent Bismuth
,
Isabelle Bloch
,
Christophe Kervazo
,
Saïd Ladjal
Medical Imaging with Deep Learning 2023 (MIDL 2023 ) , MIDL Foundation, Jul 2023, Nashville, TN, United States
Conference papers
hal-04178641v1
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Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier
A. Pirovano
,
Leandro G Almeida
,
Saïd Ladjal
,
Isabelle Bloch
,
S. Berlemont
Journal articles
hal-03324485v1
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Study of historical Byzantine seal images: the BHAI project for computer-based sigillography
Victoria Eyharabide
,
Laurence Likforman-Sulem
,
Lucia Maria Orlandi
,
Alexandre Binoux
,
Theophile Rageau
,
et al.
International Workshop on Historical Document Imaging and Processing HIP 2023 , 2023, San Jose (USA, Californie), United States.
⟨10.1145/3604951.3605523⟩
Conference papers
hal-04166122v1
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Synthetic learning for neural image restoration methods
Raphaël Achddou
Theses
tel-04164873v1
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MERLIN-Seg: self-supervised despeckling for label-efficient semantic segmentation
Emanuele Dalsasso
,
Clément Rambour
,
Nicolas Trouvé
,
Nicolas Thome
2023
Preprints, Working Papers, ...
hal-04163624v1
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Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks
Denis Coquenet
,
Clément Rambour
,
Emanuele Dalsasso
,
Nicolas Thome
2023
Preprints, Working Papers, ...
hal-04162923v1
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Robustness to spatially-correlated speckle in Plug-and-Play PolSAR despeckling
Cristiano Ulondu-Mendes
,
Loïc Denis
,
Charles-Alban Deledalle
,
Florence Tupin
2023
Preprints, Working Papers, ...
hal-04159195v1
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APPLYING DEEP LEARNING TO P-BAND SAR TOMOGRAPHIC IMAGING IN PREPARATION FOR THE FUTURE BIOMASS MISSION
Zoé Berenger
,
Loïc Denis
,
Florence Tupin
,
Laurent Ferro-Famil
IGARSS , Jul 2023, Pasadena, United States
Conference papers
hal-04152892v1
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Débruitage multi-modal d'images radar à synthèse d'ouverture par apprentissage profond auto-supervisé
Victor Gaya
,
Emanuele Dalsasso
,
Loïc Denis
,
Florence Tupin
,
Béatrice Pinel-Puysségur
,
et al.
GRETSI , Aug 2023, Grenoble, France
Conference papers
hal-04144686v1
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A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas
Zoé Berenger
,
Loïc Denis
,
Florence Tupin
,
Laurent Ferro-Famil
,
Yue Huang
IEEE Geoscience and Remote Sensing Letters , In press
Journal articles
hal-04144659v1
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Inversion alleviation for stable elastic body simulation
JaeHyun Lee
,
Seung‐wook Kim
,
Kiwon Um
,
Min Hyung Kee
,
JungHyun Han
Journal articles
hal-04143150v1
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An Optimization‐based SPH Solver for Simulation of Hyperelastic Solids
Min Hyung Kee
,
Kiwon Um
,
Hyunmo Kang
,
Junghyun Han
Journal articles
hal-04143138v1
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Study of historical Byzantine seal images: the BHAI project for computer-based sigillography
Victoria Eyharabide
,
Laurence Likforman-Sulem
,
Lucia Maria Orlandi
,
Alexandre Binoux
,
Theophile Rageau
,
et al.
ICDAR 2023 International Workshop on Historical Document Imaging and Processing (7th edition) (HIP’23) , Aug 2023, San José, CA, United States. pp.49-54,
⟨10.1145/3604951.3605523⟩
Conference papers
hal-04135264v1
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Integrating Prior Knowledge in Contrastive Learning with Kernel
Benoit Dufumier
,
Carlo Alberto Barbano
,
Robin Louiset
,
Edouard Duchesnay
,
Pietro Gori
40 th International Conference on Machine Learning , Jul 2023, Honolulu, United States
Conference papers
hal-04111825v1
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Disentangled latent representations of images with atomic autoencoders
Alasdair Newson
,
Yann Traonmilin
Sampling Theory and Applications Conference , Jul 2023, Sampling Theory and Applications Conference, United States
Conference papers
hal-03962759v2
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Exploring Physical Latent Spaces for Deep Learning
Chloe Paliard
,
Nils Thuerey
,
Kiwon Um
2023
Preprints, Working Papers, ...
hal-04084065v1
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Physics-based Deep Learning
Nils Thuerey
,
Philipp Holl
,
Maximilian Mueller
,
Patrick Schnell
,
Felix Trost
,
et al.
Books
hal-04083995v1
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