Isabelle Bloch

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 152

Top Venues

Publications

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Lucrezia Tosato, Victor Fortier, Isabelle Bloch, Catherine Pelachaud
Exploiting temporal information to detect conversational groups in videos and predict the next speaker. Pattern Recognit. Lett. 177 (2024)
Isabelle Bloch, Alain Bretto
Functional analysis on hypergraphs: Density and zeta functions - applications to molecular graphs and image analysis. Inf. Sci. 676 (2024)
Paul Lascabettes, Isabelle Bloch
Discovering Repeated Patterns from the Onsets in a Multidimensional Representation of Music. DGMM (2024)
Gonzalo Romero-García, Carlos Agón, Isabelle Bloch
A Model of Scores as Abstract Syntactic Trees. MCM (2024)
Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.
Meta-learners for few-shot weakly-supervised medical image segmentation. Pattern Recognit. 153 (2024)
Srikumar Sandeep, Alireza Vard, Mònica Guxens, Isabelle Bloch, Joe Wiart
RF-EMF Exposure Assessment of Fetus During the First Trimester of Pregnancy. IEEE Access 12 (2024)
Paul Lascabettes, Isabelle Bloch
What Are "Good" Rhythms? Generating Rhythms Based on the Properties Set Out in The Geometry of Musical Rhythm. MCM (2024)
Gonzalo Romero-García, Isabelle Bloch, Carlos Agón
Mathematical Morphology Applied to Feature Extraction in Music Spectrograms. DGMM (2024)
Marc Aiguier, Isabelle Bloch, Romain Pascual
Ultraproducts in abstract categorical logic. CoRR (2024)
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch
Model-based inexact graph matching on top of DNNs for semantic scene understanding. Comput. Vis. Image Underst. 235 (2023)
Victoria Eyharabide, Laurence Likforman-Sulem, Lucia Maria Orlandi, Alexandre Binoux, Theophile Rageau, Qijia Huang, Attilio Fiandrotti, Beatrice Caseau, Isabelle Bloch
Study of historical Byzantine seal images: the BHAI project for computer-based sigillography. HIP@ICDAR (2023)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Decoupled Conditional Contrastive Learning with Variable Metadata for Prostate Lesion Detection. MILLanD@MICCAI (2023)
Yanis Djebra, Thibault Marin, Paul K. Han, Isabelle Bloch, Georges El Fakhri, Chao Ma
Manifold Learning via Linear Tangent Space Alignment (LTSA) for Accelerated Dynamic MRI With Sparse Sampling. IEEE Trans. Medical Imaging 42 (1) (2023)
Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramón Pino Pérez
Morpho-logique d'un point de vue de la théorie des topos : application à l'IA symbolique. JIAF (2023)
Isabelle Bloch
Fuzzy Sets: A Key Towards Hybrid Explainable Artificial Intelligence for Image Understanding. EUSFLAT/AGOP (2023)
Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot
Temporalité et causalité en argumentation abstraite. JIAF (2023)
Rebeca Vétil, Clément Abi Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Non-redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer. CaPTion@MICCAI (2023)
Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramón Pino Pérez
Morpho-logic from a Topos Perspective: Application to symbolic AI. CoRR (2023)
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch
Model-based inexact graph matching on top of CNNs for semantic scene understanding. CoRR (2023)
Arnaud Quillent, Vincent Jonas Bismuth, Isabelle Bloch, Christophe Kervazo, Saïd Ladjal
A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction. MIDL (2023)
Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot
Temporality and Causality in Abstract Argumentation. CoRR (2023)
Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramón Pino Pérez
Morpho-logic from a topos perspective - application to symbolic AI. Int. J. Approx. Reason. 161 (2023)
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Learning to Diagnose Cirrhosis from Radiological and Histological Labels with Joint Self and Weakly-Supervised Pretraining Strategies. ISBI (2023)
Yanis Chemli, Marc-André Tétrault, Thibault Marin, Marc D. Normandin, Isabelle Bloch, Georges El Fakhri, Jinsong Ouyang, Yoann Petibon
Super-resolution in brain positron emission tomography using a real-time motion capture system. NeuroImage 272 (2023)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Decoupled conditional contrastive learning with variable metadata for prostate lesion detection. CoRR (2023)
Isabelle Bloch, Jérôme Lang, Ramón Pino Pérez, Carlos Uzcátegui
Morphologic for knowledge dynamics: revision, fusion and abduction. J. Appl. Non Class. Logics 33 (3-4) (2023)
Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.
Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation. CoRR (2023)
Marc Aiguier, Isabelle Bloch
Abstract Categorical Logic. Logica Universalis 17 (1) (2023)
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Weakly-supervised positional contrastive learning: application to cirrhosis classification. CoRR (2023)
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies. CoRR (2023)
Rebeca Vétil, Clément Abi Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer. CoRR (2023)
Giammarco La Barbera, Laurence Rouet, Haithem Boussaid, Alexis Lubet, Rani Kassir, Sabine Sarnacki, Pietro Gori, Isabelle Bloch
Tubular structures segmentation of pediatric abdominal-visceral ceCT images with renal tumors: Assessment, comparison and improvement. Medical Image Anal. 90 (2023)
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Weakly-Supervised Positional Contrastive Learning: Application to Cirrhosis Classification. MICCAI (1) (2023)
Garance Martin, Saad El-Madafri, Aymeric Becq, Jérôme Szewczyk, Isabelle Bloch
Instruments Segmentation in X-ray Fluoroscopic Images for Endoscopic Retrograde Cholangio Pancreatography. MIE (2022)
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch
QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image Analysis. ICPRAI (1) (2022)
Rebeca Vétil, Clément Abi Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection. CoRR (2022)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Morphological Adjunctions Represented by Matrices in Max-Plus Algebra for Signal and Image Processing. DGMM (2022)
Oriane Thiery, Garance Martin, Isabelle Bloch, Martin Dres, Umar Saleem, Andrea Pinna
Semi-Automatic A-Line Detection and Confidence Scoring in Lung Ultrasound. BioCAS (2022)
Rebeca Vétil, Clément Abi Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Learning Shape Distributions from Large Databases of Healthy Organs: Applications to Zero-Shot and Few-Shot Abnormal Pancreas Detection. MICCAI (2) (2022)
Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch
Hair Color Digitization through Imaging and Deep Inverse Graphics. CoRR (2022)
Yann Munro, Isabelle Bloch, Mohamed Chetouani, Marie-Jeanne Lesot, Catherine Pelachaud
Argumentation and Causal Models in Human-Machine Interaction: A Round Trip. AIC (2022)
Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch
Is the U-NET Directional-Relationship Aware? ICIP (2022)
Isabelle Bloch, Jérôme Euzenat, Jérôme Lang, François Schwarzentruber
Introduction (FR). ROIA 3 (3-4) (2022)
Matthis Maillard, François Anton, Joan Glaunès, Isabelle Bloch, Pietro Gori
A Deep Residual Learning Implementation of Metamorphosis. ISBI (2022)
Isabelle Bloch, Jérôme Euzenat, Jérôme Lang, François Schwarzentruber
Introduction (EN). ROIA 3 (3-4) (2022)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. IEEE Access 10 (2022)
Matthis Maillard, François Anton, Joan Glaunès, Isabelle Bloch, Pietro Gori
A deep residual learning implementation of Metamorphosis. CoRR (2022)
Isabelle Bloch
Hybrid Artificial Intelligence for Knowledge Representation and Model-Based Medical Image Understanding - Towards Explainability. DGMM (2022)
François Anton, Matthis Maillard, Catherine Oppenheim, Johan Pallud, Isabelle Bloch, Pietro Gori, Joan Glaunès
Weighted Metamorphosis for Registration of Images with Different Topologies. WBIR (2022)
Victor Fortier, Isabelle Bloch, Catherine Pelachaud
Robust Detection of Conversational Groups Using a Voting Scheme and a Memory Process. ICPRAI (2) (2022)
Rebeca Vétil, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch
Improving the Automatic Segmentation of Elongated Organs Using Geometrical Priors. ISBI (2022)
Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations. Image Process. Line 12 (2022)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Optimizing transformations for contrastive learning in a differentiable framework. CoRR (2022)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Optimizing Transformations for Contrastive Learning in a Differentiable Framework. MILLanD@MICCAI (2022)
Robin Kips, Ruowei Jiang, Sileye O. Ba, Brendan Duke, Matthieu Perrot, Pietro Gori, Isabelle Bloch
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers. CoRR (2022)
Isabelle Bloch, Marie-Jeanne Lesot
Towards a Formulation of Fuzzy Contrastive Explanations. FUZZ-IEEE (2022)
Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, Pietro Gori, Isabelle Bloch
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation. CoRR (2022)
Paul Lascabettes, Carlos Agón, Moreno Andreatta, Isabelle Bloch
Computational Analysis of Musical Structures Based on Morphological Filters. MCM (2022)
Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch
Is the U-Net Directional-Relationship Aware? CoRR (2022)
Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch
Hair color digitization through imaging and deep inverse graphics. Image Processing: Algorithms and Systems (2022)
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch
Improving Semantic Segmentation with Graph-Based Structural Knowledge. ICPRAI (1) (2022)
Robin Kips, Ruowei Jiang, Sileye O. Ba, Brendan Duke, Matthieu Perrot, Pietro Gori, Isabelle Bloch
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers. Comput. Graph. Forum 41 (2) (2022)
Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, Pietro Gori, Isabelle Bloch
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation. BMVC (2022)
Gonzalo Romero-García, Isabelle Bloch, Carlos Agón
Mathematical Morphology Operators for Harmonic Analysis. MCM (2022)
Isabelle Bloch
Modeling Imprecise and Bipolar Algebraic and Topological Relations using Morphological Dilations. Math. Morphol. Theory Appl. 5 (1) (2021)
Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon
On Some Associations Between Mathematical Morphology and Artificial Intelligence. DGMM (2021)
Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori
Knowledge distillation from multi-modal to mono-modal segmentation networks. CoRR (2021)
Robin Kips, Ruowei Jiang, Sileye Ba, Edmund Phung, Parham Aarabi, Pietro Gori, Matthieu Perrot, Isabelle Bloch
Deep Graphics Encoder for Real-Time Video Makeup Synthesis From Example. CVPR Workshops (2021)
Mateus Riva, Florian Yger, Pietro Gori, Roberto M. Cesar Jr., Isabelle Bloch
Template-Based Graph Clustering. CoRR (2021)
Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, Pierre-Jean Valette, Laurent Milot, Isabelle Bloch
Cooperating Networks To Enforce A Similarity Constraint In Paired But Unregistered Multimodal Liver Segmentation. ISBI (2021)
Giammarco La Barbera, Pietro Gori, Haithem Boussaid, Bruno Belucci, Alessandro Delmonte, Jeanne Goulin, Sabine Sarnacki, Laurence Rouet, Isabelle Bloch
Automatic Size And Pose Homogenization With Spatial Transformer Network To Improve And Accelerate Pediatric Segmentation. ISBI (2021)
Robin Kips, Ruowei Jiang, Sileye Ba, Edmund Phung, Parham Aarabi, Pietro Gori, Matthieu Perrot, Isabelle Bloch
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example. CoRR (2021)
Hugo Oliveira, Larissa de O. Penteado, José Luiz Maciel, Suely Fazio Ferraciolli, Marcelo Straus Takahashi, Isabelle Bloch, Roberto Marcondes Cesar Junior
Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. SIBGRAPI (2021)
Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, Pierre-Jean Valette, Laurent Milot, Isabelle Bloch
Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI. CoRR (2021)
Giammarco La Barbera, Pietro Gori, Haithem Boussaid, Bruno Belucci, Alessandro Delmonte, Jeanne Goulin, Sabine Sarnacki, Laurence Rouet, Isabelle Bloch
Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation. CoRR (2021)
Karine Haddadi, Serge Muller, Isabelle Bloch
Validation Of A Bi-Energetic Spectrum Approximation In Bone Mineral Density Measurement With A Dxa Digital Twin. ISBI (2021)
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging. Mach. Learn. Knowl. Extr. 3 (1) (2021)
Antoine Pirovano, Leandro G. Almeida, Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont
Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier. Medical Image Anal. 73 (2021)
Mateus Riva, Pietro Gori, Florian Yger, Roberto Marcondes Cesar Junior, Isabelle Bloch
Approximation of dilation-based spatial relations to add structural constraints in neural networks. CoRR (2021)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. CoRR (2020)
Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori
Knowledge Distillation from Multi-modal to Mono-modal Segmentation Networks. MICCAI (1) (2020)
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh
Identifying the "right" level of explanation in a given situation. NeHuAI@ECAI (2020)
Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques
Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images. IPTA (2020)
Marc Aiguier, Isabelle Bloch, Ramón Pino Pérez
Abstract Mathematical morphology based on structuring element: Application to morpho-logic. CoRR (2020)
Corentin Mercier, Sylvain Rousseau, Pietro Gori, Isabelle Bloch, Tamy Boubekeur
QFib: Fast and Efficient Brain Tractogram Compression. Neuroinformatics 18 (4) (2020)
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh
Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. CoRR (2020)
Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
Tracking Hundreds of People in Densely Crowded Scenes With Particle Filtering Supervising Deep Convolutional Neural Networks. ICIP (2020)
Qinkai Zheng, Han Qiu, Gérard Memmi, Isabelle Bloch
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques. CoRR (2020)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
TRADI: Tracking Deep Neural Network Weight Distributions. ECCV (17) (2020)
Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer. CoRR (2020)
Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch
Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Math. Morphol. Theory Appl. 4 (1) (2020)
Alessio Virzì, Cécile Olivia Muller, Jean-Baptiste Marret, Eva Mille, Laureline Berteloot, David Grévent, Nathalie Boddaert, Pietro Gori, Sabine Sarnacki, Isabelle Bloch
Comprehensive Review of 3D Segmentation Software Tools for MRI Usable for Pelvic Surgery Planning. J. Digit. Imaging 33 (1) (2020)
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch
One Versus all for deep Neural Network Incertitude (OVNNI) quantification. CoRR (2020)
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch
Semantic image segmentation based on spatial relationships and inexact graph matching. IPTA (2020)
Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer. ECCV Workshops (3) (2020)
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations. CoRR (2020)
Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques
Segmentation of Retinal Arterial Bifurcations in 2D Adaptive Optics Ophthalmoscopy Images. ICIP (2019)
Vincent Couteaux, Olivier Nempont, Guillaume Pizaine, Isabelle Bloch
Towards Interpretability of Segmentation Networks by Analyzing DeepDreams. iMIMIC/ML-CDS@MICCAI (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Isabelle Bloch