Élisa Fromont

ORCID

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 51

Top Venues

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Simon Corbillé, Éric Anquetil, Élisa Fromont
Precise Segmentation for Children Handwriting Analysis by Combining Multiple Deep Models with Online Knowledge. ICDAR (4) (2023)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR (2023)
Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, Élisa Fromont, Nicolas Labroche, Guy Melançon, Florence Sèdes, Arnaud Soulet, Alexandre Termier
Diversity and Inclusion Activities in EGC - A 2022 Report. SIGKDD Explor. 24 (1) (2022)
Samuel Felton, Pascal Brault, Élisa Fromont, Éric Marchand
Visual Servoing in Autoencoder Latent Space. IEEE Robotics Autom. Lett. 7 (2) (2022)
Elodie Germani, Élisa Fromont, Camille Maumet
On the benefits of self-taught learning for brain decoding. CoRR (2022)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
UniRank: Unimodal Bandit Algorithms for Online Ranking. ICML (2022)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Low-cost Multispectral Scene Analysis with Modality Distillation. WACV (2022)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
XEM: An explainable-by-design ensemble method for multivariate time series classification. Data Min. Knowl. Discov. 36 (3) (2022)
Abderaouf N. Amalou, Élisa Fromont, Isabelle Puaut
CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks. ICTAI (2022)
Omar Krichen, Simon Corbillé, Éric Anquetil, Nathalie Girard, Élisa Fromont, Pauline Nerdeux
Combination of explicit segmentation with Seq2Seq recognition for fine analysis of children handwriting. Int. J. Document Anal. Recognit. 25 (4) (2022)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
UniRank: Unimodal Bandit Algorithm for Online Ranking. CoRR (2022)
Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, Élisa Fromont, Matthieu Simonin
Membership Inference Attacks on Aggregated Time Series with Linear Programming. SECRYPT (2022)
Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, Élisa Fromont, Matthieu Simonin
Unique in the Smart Grid -The Privacy Cost of Fine-Grained Electrical Consumption Data. CoRR (2022)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency. ICIP (2021)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages. IDA (2021)
Samuel Felton, Élisa Fromont, Éric Marchand
Siame-se(3): regression in se(3) for end-to-end visual servoing. ICRA (2021)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Guided Attentive Feature Fusion for Multispectral Pedestrian Detection. WACV (2021)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont, Boammani Aser Lompo
Parametric Graph for Unimodal Ranking Bandit. ICML (2021)
Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. ICTAI (2021)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection. BMVC (2021)
Gregory Martin, Matthieu Donain, Élisa Fromont, Tias Guns, Laurence Rozé, Alexandre Termier
Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. ICTAI (2021)
Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. CoRR (2021)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. ICIP (2020)
Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard
Adversarial Regularization for Explainable-by-Design Time Series Classification. ICTAI (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. CoRR (2020)
Kevin Fauvel, Véronique Masson, Élisa Fromont
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers. CoRR (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. ACCV (4) (2020)
Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
Position-Based Multiple-Play Bandits with Thompson Sampling. CoRR (2020)
Simon Corbille, Élisa Fromont, Éric Anquetil, Pauline Nerdeux
Integrating Writing Dynamics in CNN for Online Children Handwriting Recognition. ICFHR (2020)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
Local Cascade Ensemble for Multivariate Data Classification. CoRR (2020)
Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. CoRR (2020)
Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. CoRR (2020)
Kevin Bascol, Rémi Emonet, Élisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban
From Cost-Sensitive to Tight F-measure Bounds. AISTATS (2019)
Kevin Bascol, Rémi Emonet, Élisa Fromont
Improving Domain Adaptation by Source Selection. ICIP (2019)
Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard
Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization. CoRR (2019)
Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. KDD (2019)
Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban
Learning maximum excluding ellipsoids from imbalanced data with theoretical guarantees. Pattern Recognit. Lett. 112 (2018)
Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban
Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data. IDA (2018)
Derek Greene, Björn Bringmann, Élisa Fromont, Jesse Davis
Introduction to the special issue for the ECML PKDD 2018 journal track. Data Min. Knowl. Discov. 32 (5) (2018)
Jesse Davis, Björn Bringmann, Élisa Fromont, Derek Greene
Guest editors introduction to the special issue for the ECML PKDD 2018 journal track. Mach. Learn. 107 (8-10) (2018)
Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
Residual Conv-Deconv Grid Network for Semantic Segmentation. CoRR (2017)
Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon
Mining Frequent Patterns in 2D+t Grid Graphs for Cellular Automata Analysis. GbRPR (2017)
Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
Residual Conv-Deconv Grid Network for Semantic Segmentation. BMVC (2017)
Kevin Bascol, Rémi Emonet, Élisa Fromont, Raluca Debusschere
Improving Chairlift Security with Deep Learning. IDA (2017)
Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Natalia Neverova, Alain Trémeau, Christian Wolf
Multi-task, multi-domain learning: Application to semantic segmentation and pose regression. Neurocomputing 251 (2017)
Kevin Bascol, Rémi Emonet, Élisa Fromont, Jean-Marc Odobez
Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders. S+SSPR (2016)
José Carlos Rangel, Miguel Cazorla, Ismael García-Varea, Jesus Martínez-Gómez, Élisa Fromont, Marc Sebban
Scene classification based on semantic labeling. Adv. Robotics 30 (11-12) (2016)
Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon
GriMa: A Grid Mining Algorithm for Bag-of-Grid-Based Classification. S+SSPR (2016)
Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
Mixed pooling neural networks for color constancy. ICIP (2016)
Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
Semantic Segmentation via Multi-task, Multi-domain Learning. S+SSPR (2016)
Élisa Fromont, Bart Goethals
k-Morik: Mining Patterns to Classify Cartified Images of Katharina. Solving Large Scale Learning Tasks (2016)
José Carlos Rangel, Miguel Cazorla, Ismael García-Varea, Jesus Martínez-Gómez, Élisa Fromont, Marc Sebban
Computing Image Descriptors from Annotations Acquired from External Tools. ROBOT (2) (2015)
Imtiaz Masud Ziko, Élisa Fromont, Damien Muselet, Marc Sebban
Supervised spectral subspace clustering for visual dictionary creation in the context of image classification. ACPR (2015)
Basura Fernando, Élisa Fromont, Tinne Tuytelaars
Mining Mid-level Features for Image Classification. Int. J. Comput. Vis. 108 (3) (2014)
Hoang Thanh Lam, Wenjie Pei, Adriana Prado, Baptiste Jeudy, Élisa Fromont
Mining Top-K Largest Tiles in a Data Stream. ECML/PKDD (2) (2014)
Taygun Kekeç, Rémi Emonet, Élisa Fromont, Alain Trémeau, Christian Wolf
Contextually Constrained Deep Networks for Scene Labeling. BMVC (2014)
Fabien Diot, Élisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot
Unsupervised Tracking from Clustered Graph Patterns. ICPR (2014)
Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy, Adrien Martins
Unsupervised Video Tag Correction System. EGC (2013)
Adriana Prado, Baptiste Jeudy, Élisa Fromont, Fabien Diot
Mining spatiotemporal patterns in dynamic plane graphs. Intell. Data Anal. 17 (1) (2013)
Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy
Accurate Visual Features for Automatic Tag Correction in Videos. IDA (2013)
Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban
Supervised learning of Gaussian mixture models for visual vocabulary generation. Pattern Recognit. 45 (2) (2012)
Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban
Discriminative feature fusion for image classification. CVPR (2012)
Basura Fernando, Élisa Fromont, Tinne Tuytelaars
Effective Use of Frequent Itemset Mining for Image Classification. ECCV (1) (2012)
Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet
An inductive database system based on virtual mining views. Data Min. Knowl. Discov. 24 (1) (2012)
Fabien Diot, Élisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot
Graph Mining for Object Tracking in Videos. ECML/PKDD (1) (2012)
Leonor Becerra-Bonache, Élisa Fromont, Amaury Habrard, Michaël Perrot, Marc Sebban
Speeding Up Syntactic Learning Using Contextual Information. ICGI (2012)
Siegfried Nijssen, Élisa Fromont
Optimal constraint-based decision tree induction from itemset lattices. Data Min. Knowl. Discov. 21 (1) (2010)
Cécile Barat, Christophe Ducottet, Élisa Fromont, Anne-Claire Legrand, Marc Sebban
Weighted Symbols-Based Edit Distance for String-Structured Image Classification. ECML/PKDD (1) (2010)
Marie-Odile Cordier, Élisa Fromont, Rene Quiniou
Learning rules from multisource data for cardiac monitoring CoRR (2009)
Élisa Fromont, Adriana Prado, Céline Robardet
Constraint-Based Subspace Clustering. SDM (2009)
Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado
Mining Views: Database Views for Data Mining. ICDE (2008)
Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet
An inductive database prototype based on virtual mining views. KDD (2008)
Lucie Callens, Guy Carrault, Marie-Odile Cordier, Élisa Fromont, François Portet, Rene Quiniou
Intelligent adaptive monitoring for cardiac surveillance. ECAI (2008)
Élisa Fromont, Rene Quiniou, Marie-Odile Cordier
Parallel universes to improve the diagnosis of cardiac arrhythmias. Parallel Universes and Local Patterns (2007)
Siegfried Nijssen, Élisa Fromont
Mining optimal decision trees from itemset lattices. KDD (2007)
Élisa Fromont, Hendrik Blockeel, Jan Struyf
Integrating Decision Tree Learning into Inductive Databases. KDID (2006)
Élisa Fromont, Rene Quiniou, Marie-Odile Cordier
Learning Rules from Multisource Data for Cardiac Monitoring. AIME (2005)
Élisa Fromont, Marie-Odile Cordier, Rene Quiniou
Learning from Multi-source Data. PKDD (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Élisa Fromont