Élisa Fromont

According to our database, Élisa Fromont authored at least 81 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fast and Accurate Context-Aware Basic Block Timing Prediction using Transformers.

Abderaouf Nassim Amalou, Elisa Fromont, Isabelle Puaut

Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction, 2024

2023

Uncovering communities of pipelines in the task-fMRI analytical space.

Elodie Germani, Elisa Fromont, Camille Maumet

CoRR, 2023

LCE: An Augmented Combination of Bagging and Boosting in Python.

Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier

CoRR, 2023

Deep metric learning for visual servoing: when pose and image meet in latent space.

Samuel Felton, Elisa Fromont, Éric Marchand

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Precise Segmentation for Children Handwriting Analysis by Combining Multiple Deep Models with Online Knowledge.

Simon Corbillé, Éric Anquetil, Élisa Fromont

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

CAWET: Context-Aware Worst-Case Execution Time Estimation Using Transformers.

Abderaouf N. Amalou, Elisa Fromont, Isabelle Puaut

Proceedings of the 35th Euromicro Conference on Real-Time Systems, 2023

2022

Diversity and Inclusion Activities in EGC - A 2022 Report.

Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, Élisa Fromont, Nicolas Labroche, Guy Melançon, Florence Sèdes, Arnaud Soulet, Alexandre Termier

SIGKDD Explor., 2022

Visual Servoing in Autoencoder Latent Space.

Samuel Felton, Pascal Brault, Élisa Fromont, Éric Marchand

IEEE Robotics Autom. Lett., 2022

Combination of explicit segmentation with Seq2Seq recognition for fine analysis of children handwriting.

Omar Krichen, Simon Corbillé, Éric Anquetil, Nathalie Girard, Élisa Fromont, Pauline Nerdeux

Int. J. Document Anal. Recognit., 2022

XEM: An explainable-by-design ensemble method for multivariate time series classification.

Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier

Data Min. Knowl. Discov., 2022

Unique in the Smart Grid -The Privacy Cost of Fine-Grained Electrical Consumption Data.

Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, Élisa Fromont, Matthieu Simonin

CoRR, 2022

On the benefits of self-taught learning for brain decoding.

Elodie Germani, Élisa Fromont, Camille Maumet

CoRR, 2022

UniRank: Unimodal Bandit Algorithm for Online Ranking.

Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont

CoRR, 2022

Low-cost Multispectral Scene Analysis with Modality Distillation.

Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Membership Inference Attacks on Aggregated Time Series with Linear Programming.

Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, Élisa Fromont, Matthieu Simonin

Proceedings of the 19th International Conference on Security and Cryptography, 2022

CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks.

Abderaouf N. Amalou, Élisa Fromont, Isabelle Puaut

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

UniRank: Unimodal Bandit Algorithms for Online Ranking.

Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont

Proceedings of the International Conference on Machine Learning, 2022

2021

Guided Attentive Feature Fusion for Multispectral Pedestrian Detection.

Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages.

Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

Prediction-Based Fleet Relocation for Free Floating Car Sharing Services.

Gregory Martin, Matthieu Donain, Élisa Fromont, Tias Guns, Laurence Rozé, Alexandre Termier

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Discovering Useful Compact Sets of Sequential Rules in a Long Sequence.

Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Siame-se(3): regression in se(3) for end-to-end visual servoing.

Samuel Felton, Élisa Fromont, Éric Marchand

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Parametric Graph for Unimodal Ranking Bandit.

Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont, Boammani Aser Lompo

Proceedings of the 38th International Conference on Machine Learning, 2021

Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency.

Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection.

Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Position-Based Multiple-Play Bandits with Thompson Sampling.

Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont

CoRR, 2020

XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification.

Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier

CoRR, 2020

A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers.

Kevin Fauvel, Véronique Masson, Élisa Fromont

CoRR, 2020

Local Cascade Ensemble for Multivariate Data Classification.

Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier

CoRR, 2020

Adversarial Regularization for Explainable-by-Design Time Series Classification.

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks.

Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon

Proceedings of the IEEE International Conference on Image Processing, 2020

Integrating Writing Dynamics in CNN for Online Children Handwriting Recognition.

Simon Corbillé, Élisa Fromont, Éric Anquetil, Pauline Nerdeux

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection.

Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization.

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard

CoRR, 2019

Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection.

Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Improving Domain Adaptation by Source Selection.

Kevin Bascol, Rémi Emonet, Élisa Fromont

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

From Cost-Sensitive to Tight F-measure Bounds.

Kevin Bascol, Rémi Emonet, Élisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Learning maximum excluding ellipsoids from imbalanced data with theoretical guarantees.

Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban

Pattern Recognit. Lett., 2018

Guest editors introduction to the special issue for the ECML PKDD 2018 journal track.

Jesse Davis, Björn Bringmann, Élisa Fromont, Derek Greene

Mach. Learn., 2018

Introduction to the special issue for the ECML PKDD 2018 journal track.

Derek Greene, Björn Bringmann, Élisa Fromont, Jesse Davis

Data Min. Knowl. Discov., 2018

Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data.

Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban

Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

2017

Multi-task, multi-domain learning: Application to semantic segmentation and pose regression.

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Natalia Neverova, Alain Trémeau, Christian Wolf

Neurocomputing, 2017

Improving Chairlift Security with Deep Learning.

Kevin Bascol, Rémi Emonet, Élisa Fromont, Raluca Debusschere

Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

Mining Frequent Patterns in 2D+t Grid Graphs for Cellular Automata Analysis.

Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Residual Conv-Deconv Grid Network for Semantic Segmentation.

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Scene classification based on semantic labeling.

José Carlos Rangel, Miguel Cazorla, Ismael García-Varea, Jesus Martínez-Gómez, Élisa Fromont, Marc Sebban

Adv. Robotics, 2016

Semantic Segmentation via Multi-task, Multi-domain Learning.

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

GriMa: A Grid Mining Algorithm for Bag-of-Grid-Based Classification.

Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders.

Kevin Bascol, Rémi Emonet, Élisa Fromont, Jean-Marc Odobez

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Mixed pooling neural networks for color constancy.

Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

k-Morik: Mining Patterns to Classify Cartified Images of Katharina.

Élisa Fromont, Bart Goethals

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015

Computing Image Descriptors from Annotations Acquired from External Tools.

José Carlos Rangel, Miguel Cazorla, Ismael García-Varea, Jesus Martínez-Gómez, Élisa Fromont, Marc Sebban

Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015

Supervised spectral subspace clustering for visual dictionary creation in the context of image classification.

Imtiaz Masud Ziko, Élisa Fromont, Damien Muselet, Marc Sebban

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Mine First to See Better: Constraint-based Data Mining for Computer Vision Applications : Habilitation à Diriger des Recherches.

Élisa Fromont

, 2015

2014

Mining Mid-level Features for Image Classification.

Basura Fernando, Élisa Fromont, Tinne Tuytelaars

Int. J. Comput. Vis., 2014

Mining Top-K Largest Tiles in a Data Stream.

Hoang Thanh Lam, Wenjie Pei, Adriana Prado, Baptiste Jeudy, Élisa Fromont

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Unsupervised Tracking from Clustered Graph Patterns.

Fabien Diot, Élisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Contextually Constrained Deep Networks for Scene Labeling.

Taygun Kekeç, Rémi Emonet, Élisa Fromont, Alain Trémeau, Christian Wolf

Proceedings of the British Machine Vision Conference, 2014

2013

Mining spatiotemporal patterns in dynamic plane graphs.

Adriana Prado, Baptiste Jeudy, Élisa Fromont, Fabien Diot

Intell. Data Anal., 2013

Accurate Visual Features for Automatic Tag Correction in Videos.

Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Unsupervised Video Tag Correction System.

Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy, Adrien Martins

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

Supervised learning of Gaussian mixture models for visual vocabulary generation.

Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban

Pattern Recognit., 2012

Speeding Up Syntactic Learning Using Contextual Information.

Leonor Becerra-Bonache, Élisa Fromont, Amaury Habrard, Michaël Perrot, Marc Sebban

Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

An inductive database system based on virtual mining views.

Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet

Data Min. Knowl. Discov., 2012

Graph Mining for Object Tracking in Videos.

Fabien Diot, Élisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Effective Use of Frequent Itemset Mining for Image Classification.

Basura Fernando, Élisa Fromont, Tinne Tuytelaars

Proceedings of the Computer Vision - ECCV 2012, 2012

Discriminative feature fusion for image classification.

Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2010

Optimal constraint-based decision tree induction from itemset lattices.

Siegfried Nijssen, Élisa Fromont

Data Min. Knowl. Discov., 2010

Weighted Symbols-Based Edit Distance for String-Structured Image Classification.

Cécile Barat, Christophe Ducottet, Élisa Fromont, Anne-Claire Legrand, Marc Sebban

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Inductive Querying with Virtual Mining Views.

Hendrik Blockeel, Toon Calders, Élisa Fromont, Adriana Prado, Bart Goethals, Céline Robardet

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

A Practical Comparative Study Of Data Mining Query Languages.

Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009

Constraint-Based Subspace Clustering.

Élisa Fromont, Adriana Prado, Céline Robardet

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

An inductive database prototype based on virtual mining views.

Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Mining Views: Database Views for Data Mining.

Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado

Proceedings of the 24th International Conference on Data Engineering, 2008

Intelligent adaptive monitoring for cardiac surveillance.

Lucie Callens, Guy Carrault, Marie-Odile Cordier, Élisa Fromont, François Portet, Rene Quiniou

Proceedings of the ECAI 2008, 2008

2007

Mining optimal decision trees from itemset lattices.

Siegfried Nijssen, Élisa Fromont

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Parallel universes to improve the diagnosis of cardiac arrhythmias.

Élisa Fromont, Rene Quiniou, Marie-Odile Cordier

Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006

Integrating Decision Tree Learning into Inductive Databases.

Élisa Fromont, Hendrik Blockeel, Jan Struyf

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

2005

Apprentissage multisource par programmation logique inductive : application à la caractérisation d'arythmies cardiaques. (Learning rules from multisource data using inductive logic programming:application to cardiac arrhythmias characterization).

Élisa Fromont

PhD thesis, 2005

Learning Rules from Multisource Data for Cardiac Monitoring.

Élisa Fromont, Rene Quiniou, Marie-Odile Cordier

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

Learning from Multi-source Data.

Élisa Fromont, Marie-Odile Cordier, Rene Quiniou

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004