| 2023 | ICDAR | Precise Segmentation for Children Handwriting Analysis by Combining Multiple Deep Models with Online Knowledge. | Simon Corbill, ric Anquetil, lisa Fromont |
| 2022 | ICML | UniRank: Unimodal Bandit Algorithms for Online Ranking. | Camille-Sovanneary Gauthier, Romaric Gaudel, lisa Fromont |
| 2022 | ICTAI | CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks. | Abderaouf N. Amalou, lisa Fromont, Isabelle Puaut |
| 2022 | WACV | Low-cost Multispectral Scene Analysis with Modality Distillation. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2022 | SECRYPT | Membership Inference Attacks on Aggregated Time Series with Linear Programming. | Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, lisa Fromont, Matthieu Simonin |
| 2021 | BMVC | PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2021 | ICIP | Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2021 | ICML | Parametric Graph for Unimodal Ranking Bandit. | Camille-Sovanneary Gauthier, Romaric Gaudel, lisa Fromont, Boammani Aser Lompo |
| 2021 | ICRA | Siame-se(3): regression in se(3) for end-to-end visual servoing. | Samuel Felton, lisa Fromont, ric Marchand |
| 2021 | ICTAI | Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. | Erwan Bourrand, Luis Galrraga, Esther Galbrun, lisa Fromont, Alexandre Termier |
| 2021 | ICTAI | Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. | Gregory Martin, Matthieu Donain, lisa Fromont, Tias Guns, Laurence Roz, Alexandre Termier |
| 2021 | IDA | Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages. | Camille-Sovanneary Gauthier, Romaric Gaudel, lisa Fromont |
| 2021 | WACV | Guided Attentive Feature Fusion for Multispectral Pedestrian Detection. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2020 | ACCV | Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2020 | ICFHR | Integrating Writing Dynamics in CNN for Online Children Handwriting Recognition. | Simon Corbill, lisa Fromont, ric Anquetil, Pauline Nerdeux |
| 2020 | ICIP | Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2020 | ICTAI | Adversarial Regularization for Explainable-by-Design Time Series Classification. | Yichang Wang, Rmi Emonet, lisa Fromont, Simon Malinowski, Romain Tavenard |
| 2019 | AISTATS | From Cost-Sensitive to Tight F-measure Bounds. | Kevin Bascol, Rmi Emonet, lisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban |
| 2019 | ICIP | Improving Domain Adaptation by Source Selection. | Kevin Bascol, Rmi Emonet, lisa Fromont |
| 2019 | KDD | Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. | Kevin Fauvel, Vronique Masson, lisa Fromont, Philippe Faverdin, Alexandre Termier |
| 2018 | IDA | Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data. | Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, lisa Fromont, Amaury Habrard, Marc Sebban |
| 2017 | BMVC | Residual Conv-Deconv Grid Network for Semantic Segmentation. | Damien Fourure, Rmi Emonet, lisa Fromont, Damien Muselet, Alain Trmeau, Christian Wolf |
| 2017 | IDA | Improving Chairlift Security with Deep Learning. | Kevin Bascol, Rmi Emonet, lisa Fromont, Raluca Debusschere |
| 2016 | ICIP | Mixed pooling neural networks for color constancy. | Damien Fourure, Rmi Emonet, lisa Fromont, Damien Muselet, Alain Trmeau, Christian Wolf |
| 2016 | SSPR | Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders. | Kevin Bascol, Rmi Emonet, lisa Fromont, Jean-Marc Odobez |
| 2016 | SSPR | GriMa: A Grid Mining Algorithm for Bag-of-Grid-Based Classification. | Romain Deville, lisa Fromont, Baptiste Jeudy, Christine Solnon |
| 2016 | SSPR | Semantic Segmentation via Multi-task, Multi-domain Learning. | Damien Fourure, Rmi Emonet, lisa Fromont, Damien Muselet, Alain Trmeau, Christian Wolf |
| 2014 | BMVC | Contextually Constrained Deep Networks for Scene Labeling. | Taygun Keke, Rmi Emonet, lisa Fromont, Alain Trmeau, Christian Wolf |
| 2014 | ICPR | Unsupervised Tracking from Clustered Graph Patterns. | Fabien Diot, lisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot |
| 2013 | IDA | Accurate Visual Features for Automatic Tag Correction in Videos. | Hoang-Tung Tran, lisa Fromont, Franois Jacquenet, Baptiste Jeudy |
| 2012 | CVPR | Discriminative feature fusion for image classification. | Basura Fernando, lisa Fromont, Damien Muselet, Marc Sebban |
| 2012 | ECCV | Effective Use of Frequent Itemset Mining for Image Classification. | Basura Fernando, lisa Fromont, Tinne Tuytelaars |
| 2009 | SDM | Constraint-Based Subspace Clustering. | lisa Fromont, Adriana Prado, Cline Robardet |
| 2008 | ECAI | Intelligent adaptive monitoring for cardiac surveillance. | Lucie Callens, Guy Carrault, Marie-Odile Cordier, lisa Fromont, Franois Portet, Rene Quiniou |
| 2008 | ICDE | Mining Views: Database Views for Data Mining. | Hendrik Blockeel, Toon Calders, lisa Fromont, Bart Goethals, Adriana Prado |
| 2008 | KDD | An inductive database prototype based on virtual mining views. | Hendrik Blockeel, Toon Calders, lisa Fromont, Bart Goethals, Adriana Prado, Cline Robardet |
| 2007 | KDD | Mining optimal decision trees from itemset lattices. | Siegfried Nijssen, lisa Fromont |
| 2005 | AIME | Learning Rules from Multisource Data for Cardiac Monitoring. | lisa Fromont, Rene Quiniou, Marie-Odile Cordier |