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ORCIDIsabelle Bloch
Isabelle Bloch-Boulanger
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- affiliation: Sorbonne University, Paris, France
- affiliation: Télécom Paris, Paris, France
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2020 – today
- 2024
[j133]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: 75311-75322 (2024)- [j132]Isabelle Bloch, Alain Bretto:
Functional analysis on hypergraphs: Density and zeta functions - applications to molecular graphs and image analysis. Inf. Sci. 676: 120850 (2024) - [j131]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): 2027-2040 (2024) - [j130]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: 110471 (2024) - [j129]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: 164-168 (2024) - [c260]Paul Lascabettes, Isabelle Bloch:
Discovering Repeated Patterns from the Onsets in a Multidimensional Representation of Music. DGMM 2024: 192-203 - [c259]Gonzalo Romero-García, Isabelle Bloch, Carlos Agón:
Mathematical Morphology Applied to Feature Extraction in Music Spectrograms. DGMM 2024: 431-442 - [c258]Garance Martin, Aymeric Becq, Isabelle Bloch, Marine Camus, Andrea Pinna, Jérôme Szewczyk:
Comparison of Loss Functions for Guidewire Automatic Detection on a Limited Dataset of Fluoroscopic Images for Endoscopic Retrograde Cholangiopancreatography. ISBI 2024: 1-4 - [c257]Arnaud Quillent, Vincent Jonas Bismuth, Isabelle Bloch, Christophe Kervazo, Saïd Ladjal:
Deep-Learning Uncertainty Estimation for Data-Consistent Breast Tomosynthesis Reconstruction. ISBI 2024: 1-5 - [c256]Paul Lascabettes, Isabelle Bloch:
What Are "Good" Rhythms? Generating Rhythms Based on the Properties Set Out in The Geometry of Musical Rhythm. MCM 2024: 45-57 - [c255]Gonzalo Romero-García, Carlos Agón, Isabelle Bloch:
A Model of Scores as Abstract Syntactic Trees. MCM 2024: 268-279 - [i41]Marc Aiguier, Isabelle Bloch, Romain Pascual:
Ultraproducts in abstract categorical logic. CoRR abs/2407.04116 (2024) - 2023
- [j128]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: 103744 (2023) - [j127]Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramón Pino Pérez:
Morpho-logic from a topos perspective - application to symbolic AI. Int. J. Approx. Reason. 161: 109011 (2023) - [j126]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): 421-466 (2023) - [j125]Marc Aiguier, Isabelle Bloch:
Abstract Categorical Logic. Logica Universalis 17(1): 23-67 (2023) - [j124]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: 102986 (2023) - [j123]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: 120056 (2023) - [j122]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): 158-169 (2023) - [c254]Isabelle Bloch:
Fuzzy Sets: A Key Towards Hybrid Explainable Artificial Intelligence for Image Understanding. EUSFLAT/AGOP 2023: 468-479 - [c253]Victoria Eyharabide, Laurence Likforman-Sulem, Lucia Maria Orlandi, Alexandre Binoux, Théophile Rageau, Qijia Huang, Attilio Fiandrotti, Béatrice Caseau, Isabelle Bloch:
Study of historical Byzantine seal images: the BHAI project for computer-based sigillography. HIP@ICDAR 2023: 49-54 - [c252]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: 1-4 - [c251]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: 80-90 - [c250]Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot:
Temporalité et causalité en argumentation abstraite. JIAF 2023: 135-145 - [c249]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: 68-82 - [c248]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Decoupled Conditional Contrastive Learning with Variable Metadata for Prostate Lesion Detection. MILLanD@MICCAI 2023: 95-105 - [c247]Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch:
Weakly-Supervised Positional Contrastive Learning: Application to Cirrhosis Classification. MICCAI (1) 2023: 227-237 - [c246]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: 1813-1825 - [i40]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 abs/2301.07468 (2023) - [i39]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 abs/2302.08427 (2023) - [i38]Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramón Pino Pérez:
Morpho-logic from a Topos Perspective: Application to symbolic AI. CoRR abs/2303.04895 (2023) - [i37]Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot:
Temporality and Causality in Abstract Argumentation. CoRR abs/2303.09197 (2023) - [i36]Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.:
Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation. CoRR abs/2305.06912 (2023) - [i35]Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch:
Weakly-supervised positional contrastive learning: application to cirrhosis classification. CoRR abs/2307.04617 (2023) - [i34]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Decoupled conditional contrastive learning with variable metadata for prostate lesion detection. CoRR abs/2308.09542 (2023) - [i33]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 abs/2308.11389 (2023) - 2022
- [j121]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification. IEEE Access 10: 7300-7312 (2022) - [j120]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): 29-40 (2022) - [j119]Samy Blusseau, Santiago Velasco-Forero, Jesús Angulo, Isabelle Bloch:
Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations. Image Process. Line 12: 111-141 (2022) - [j118]Isabelle Bloch, Jérôme Euzenat, Jérôme Lang, François Schwarzentruber:
Introduction (FR). Rev. Ouverte Intell. Artif. 3(3-4): 193-195 (2022) - [j117]Isabelle Bloch, Jérôme Euzenat, Jérôme Lang, François Schwarzentruber:
Introduction (EN). Rev. Ouverte Intell. Artif. 3(3-4): 197-199 (2022) - [c245]Yann Munro, Isabelle Bloch, Mohamed Chetouani, Marie-Jeanne Lesot, Catherine Pelachaud:
Argumentation and Causal Models in Human-Machine Interaction: A Round Trip. AIC 2022: 93-106 - [c244]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: 635-639 - [c243]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: 776 - [c242]Isabelle Bloch:
Hybrid Artificial Intelligence for Knowledge Representation and Model-Based Medical Image Understanding - Towards Explainability. DGMM 2022: 17-25 - [c241]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: 206-218 - [c240]Isabelle Bloch, Marie-Jeanne Lesot:
Towards a Formulation of Fuzzy Contrastive Explanations. FUZZ-IEEE 2022: 1-8 - [c239]Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch:
Is the U-NET Directional-Relationship Aware? ICIP 2022: 3391-3395 - [c238]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: 47-58 - [c237]Victor Fortier, Isabelle Bloch, Catherine Pelachaud:
Robust Detection of Conversational Groups Using a Voting Scheme and a Memory Process. ICPRAI (2) 2022: 162-173 - [c236]Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch:
Improving Semantic Segmentation with Graph-Based Structural Knowledge. ICPRAI (1) 2022: 173-184 - [c235]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: 1-5 - [c234]Matthis Maillard, François Anton, Joan Glaunès, Isabelle Bloch, Pietro Gori:
A Deep Residual Learning Implementation of Metamorphosis. ISBI 2022: 1-4 - [c233]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: 1-4 - [c232]Gonzalo Romero-García, Isabelle Bloch, Carlos Agón:
Mathematical Morphology Operators for Harmonic Analysis. MCM 2022: 255-266 - [c231]Paul Lascabettes, Carlos Agón, Moreno Andreatta, Isabelle Bloch:
Computational Analysis of Musical Structures Based on Morphological Filters. MCM 2022: 267-278 - [c230]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Optimizing Transformations for Contrastive Learning in a Differentiable Framework. MILLanD@MICCAI 2022: 96-105 - [c229]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: 464-473 - [c228]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: 133-134 - [c227]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: 8-17 - [e4]Sylvie Le Hégarat-Mascle, Isabelle Bloch, Emanuel Aldea:
Belief Functions: Theory and Applications - 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings. Lecture Notes in Computer Science 13506, Springer 2022, ISBN 978-3-031-17800-9 [contents] - [i32]Matthis Maillard, François Anton, Joan Glaunès, Isabelle Bloch, Pietro Gori:
A deep residual learning implementation of Metamorphosis. CoRR abs/2202.00676 (2022) - [i31]Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch:
Hair Color Digitization through Imaging and Deep Inverse Graphics. CoRR abs/2202.03723 (2022) - [i30]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 abs/2205.06305 (2022) - [i29]Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch:
Is the U-Net Directional-Relationship Aware? CoRR abs/2207.02574 (2022) - [i28]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Optimizing transformations for contrastive learning in a differentiable framework. CoRR abs/2207.13367 (2022) - [i27]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 abs/2210.01713 (2022) - [i26]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 abs/2210.12095 (2022) - 2021
- [j116]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): 243-262 (2021) - [j115]Isabelle Bloch:
Modeling Imprecise and Bipolar Algebraic and Topological Relations using Morphological Dilations. Math. Morphol. Theory Appl. 5(1): 1-20 (2021) - [j114]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: 102167 (2021) - [c226]Robin Kips, Ruowei Jiang, Sileye O. 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: 3889-3893 - [c225]Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon:
On Some Associations Between Mathematical Morphology and Artificial Intelligence. DGMM 2021: 457-469 - [c224]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: 380-384 - [c223]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: 753-756 - [c222]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: 1773-1776 - [c221]Hugo N. 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: 121-128 - [i25]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 abs/2101.06979 (2021) - [i24]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 abs/2102.10923 (2021) - [i23]Robin Kips, Ruowei Jiang, Sileye O. Ba, Edmund Phung, Parham Aarabi, Pietro Gori, Matthieu Perrot, Isabelle Bloch:
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example. CoRR abs/2105.06407 (2021) - [i22]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 abs/2106.09564 (2021) - [i21]Mateus Riva, Florian Yger, Pietro Gori, Roberto M. Cesar Jr., Isabelle Bloch:
Template-Based Graph Clustering. CoRR abs/2107.01994 (2021) - [i20]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 abs/2107.02655 (2021) - 2020
- [j113]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): 99-110 (2020) - [j112]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): 64-86 (2020) - [j111]Corentin Mercier, Sylvain Rousseau, Pietro Gori, Isabelle Bloch, Tamy Boubekeur:
QFib: Fast and Efficient Brain Tractogram Compression. Neuroinformatics 18(4): 627-640 (2020) - [c220]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: 63-66 - [c219]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
TRADI: Tracking Deep Neural Network Weight Distributions. ECCV (17) 2020: 105-121 - [c218]Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch:
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer. ECCV Workshops (3) 2020: 280-296 - [c217]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: 2071-2075 - [c216]Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch:
Semantic image segmentation based on spatial relationships and inexact graph matching. IPTA 2020: 1-6 - [c215]Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques:
Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images. IPTA 2020: 1-6 - [c214]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: 43-53 - [c213]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: 772-781 - [p6]Isabelle Bloch, Régis Clouard, Marinette Revenu, Olivier Sigaud:
Artificial Intelligence and Pattern Recognition, Vision, Learning. A Guided Tour of Artificial Intelligence Research (3) (III) 2020: 337-364 - [e3]Isabelle Bloch:
Conférence Nationale en Intelligence Artificielle, CNIA 2020, Annual French AI Conference, Angers, France, June 29 - July 1, 2020. AFIA 2020 [contents] - [i19]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 abs/2003.07703 (2020) - [i18]Qinkai Zheng, Han Qiu, Gérard Memmi, Isabelle Bloch:
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques. CoRR abs/2004.02756 (2020) - [i17]Marc Aiguier, Isabelle Bloch, Ramón Pino Pérez:
Abstract Mathematical morphology based on structuring element: Application to morpho-logic. CoRR abs/2005.01715 (2020) - [i16]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
One Versus all for deep Neural Network Incertitude (OVNNI) quantification. CoRR abs/2006.00954 (2020) - [i15]Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch:
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer. CoRR abs/2008.10298 (2020) - [i14]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 abs/2009.14001 (2020) - [i13]Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. CoRR abs/2012.02818 (2020)
2010 – 2019
- 2019
- [j110]Marc Aiguier, Isabelle Bloch:
Logical dual concepts based on mathematical morphology in stratified institutions: applications to spatial reasoning. J. Appl. Non Class. Logics 29(4): 392-429 (2019) - [c212]Gianni Franchi, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch:
Crowd Behavior Characterization for Scene Tracking. AVSS 2019: 1-8 - [c211]Isabelle Bloch, Alain Bretto:
A New Entropy for Hypergraphs. DGCI 2019: 143-154 - [c210]Carlos Tor-Díez, Chi-Hieu Pham, Hélène Meunier, Sylvain Faisan, Isabelle Bloch, Nathalie Bednarek, Nicolas Passat, François Rousseau:
Evaluation of cortical segmentation pipelines on clinical neonatal MRI data. EMBC 2019: 6553-6556 - [c209]Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques:
Segmentation of Retinal Arterial Bifurcations in 2D Adaptive Optics Ophthalmoscopy Images. ICIP 2019: 1490-1494 - [c208]Alessandro Delmonte, Corentin Mercier, Johan Pallud, Isabelle Bloch, Pietro Gori:
White Matter Multi-Resolution Segmentation Using Fuzzy Set Theory. ISBI 2019: 459-462 - [c207]