| 2024 | ECCV | Open-Set Object Detection: Towards Unified Problem Formulation and Benchmarking. | Hejer Ammar, Nikita Kiselov, Guillaume Lapouge, Romaric Audigier |
| 2024 | ICPR | Early Feature Distributions Alignment in Visible-to-Thermal Unsupervised Domain Adaptation for Object Detection. | Adrien Maglo, Romaric Audigier |
| 2023 | ICIP | Can Human Attribute Segmentation be More Robust to Operational Contexts Without New Labels? | Hejer Ammar, Angelique Loesch, Corentin Vannier, Romaric Audigier |
| 2023 | ICIP | Generalized Pseudo-Labeling in Consistency Regularization for Semi-Supervised Learning. | Nikolaos Karaliolios, Florian Chabot, Camille Dupont, Herv Le Borgne, Quoc Cuong Pham, Romaric Audigier |
| 2023 | ICLR | Proposal-Contrastive Pretraining for Object Detection from Fewer Data. | Quentin Bouniot, Romaric Audigier, Anglique Loesch, Amaury Habrard |
| 2023 | WACV | Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient? | Quentin Bouniot, Anglique Loesch, Amaury Habrard, Romaric Audigier |
| 2022 | AVSS | Spatio-temporal predictive tasks for abnormal event detection in videos. | Yassine Naji, Aleksandr Setkov, Anglique Loesch, Michle Gouiffs, Romaric Audigier |
| 2022 | ECCV | Improving Few-Shot Learning Through Multi-task Representation Learning Theory. | Quentin Bouniot, Ievgen Redko, Romaric Audigier, Anglique Loesch, Amaury Habrard |
| 2022 | ICIP | Object-Centric and Memory-Guided Normality Reconstruction for Video Anomaly Detection. | Khalil Bergaoui, Yassine Naji, Aleksandr Setkov, Anglique Loesch, Michle Gouiffs, Romaric Audigier |
| 2021 | ICIP | Describe Me If You Can! Characterized Instance-Level Human Parsing. | Angelique Loesch, Romaric Audigier |
| 2020 | CVPR | Vulnerability of Person Re-Identification Models to Metric Adversarial Attacks. | Quentin Bouniot, Romaric Audigier, Anglique Loesch |
| 2020 | ICPR | Optimal Transport as a Defense Against Adversarial Attacks. | Quentin Bouniot, Romaric Audigier, Angelique Loesch |
| 2020 | ICPR | PaDiM: A Patch Distribution Modeling Framework for Anomaly Detection and Localization. | Thomas Defard, Aleksandr Setkov, Angelique Loesch, Romaric Audigier |
| 2020 | ICPR | Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling. | Fabian Dubourvieux, Romaric Audigier, Angelique Loesch, Samia Ainouz, Stphane Canu |
| 2020 | WACV | Classifying All Interacting Pairs in a Single Shot. | Sanaa Chafik, Astrid Orcesi, Romaric Audigier, Bertrand Luvison |
| 2019 | ICIP | End-To-End Person Search Sequentially Trained On Aggregated Dataset. | Angelique Loesch, Jaonary Rabarisoa, Romaric Audigier |
| 2016 | ECCV | Improving Multi-frame Data Association with Sparse Representations for Robust Near-online Multi-object Tracking. | Loc Fagot-Bouquet, Romaric Audigier, Yoann Dhome, Frdric Lerasle |
| 2015 | AVSS | Collaboration and spatialization for an efficient multi-person tracking via sparse representations. | Loic Fagot-Bouquet, Romaric Audigier, Yoann Dhome, Frdric Lerasle |
| 2015 | ICIP | Online multi-person tracking based on global sparse collaborative representations. | Loic Fagot-Bouquet, Romaric Audigier, Yoann Dhome, Frdric Lerasle |
| 2015 | ICPRAM | Collaborative Tracking and Distributed Control for an IP-PTZ Camera Network. | Pierrick Paillet, Romaric Audigier, Frdric Lerasle, Quoc Cuong Pham |
| 2013 | ACIVS | IMM-Based Tracking and Latency Control with Off-the-Shelf IP PTZ Camera. | Pierrick Paillet, Romaric Audigier, Frdric Lerasle, Quoc Cuong Pham |
| 2007 | ISMM | Watershed by image foresting transform, tie-zone, and theoretical relationships with other watershed definitions. | Romaric Audigier, Roberto de Alencar Lotufo |
| 2005 | ICIP | The tie-zone watershed: definition, algorithm and applications. | Romaric Audigier, Roberto A. Lotufo, Michel Couprie |