| 2025 | ICCV | Analyzing Fine-Tuning Representation Shift for Multimodal LLMs Steering. | Pegah Khayatan, Mustafa Shukor, Jayneel Parekh, Arnaud Dapogny, Matthieu Cord |
| 2024 | CVPR | MultIOD: Rehearsal-free Multihead Incremental Object Detector. | Eden Belouadah, Arnaud Dapogny, Kevin Bailly |
| 2024 | ICLR | Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings. | Edouard Yvinec, Arnaud Dapogny, Kevin Bailly |
| 2024 | ICPR | Ontology-Guided Deep Metric Learning and Applications to Obstetrics. | Jules Bonnard, Arnaud Dapogny, Ferdinand Dhombres, Kvin Bailly |
| 2023 | ICIP | Fighting Over-Fitting with Quantization for Learning Deep Neural Networks on Noisy Labels. | Gauthier Tallec, Edouard Yvinec, Arnaud Dapogny, Kevin Bailly |
| 2023 | ICIP | Designing Strong Baselines for Ternary Neural Network Quantization through Support and Mass Equalization. | Edouard Yvinec, Arnaud Dapogny, Kevin Bailly |
| 2023 | ICLR | PowerQuant: Automorphism Search for Non-Uniform Quantization. | Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly |
| 2023 | WACV | SPIQ: Data-Free Per-Channel Static Input Quantization. | Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly |
| 2022 | ICPR | Privileged Attribution Constrained Deep Networks for Facial Expression Recognition. | Jules Bonnard, Arnaud Dapogny, Ferdinand Dhombres, Kevin Bailly |
| 2022 | IJCAI | To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding. | Edouard Yvinec, Arnaud Dapogny, Kevin Bailly |
| 2021 | CVPR | PLOP: Learning Without Forgetting for Continual Semantic Segmentation. | Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord |
| 2020 | AAAI | The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network. | Arnaud Dapogny, Matthieu Cord, Patrick Prez |
| 2019 | ICCV | DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild. | Arnaud Dapogny, Matthieu Cord, Kevin Bailly |
| 2019 | ICIP | Delving Deep into Interpreting Neural Nets with Piece-Wise Affine Representation. | Yifu Chen, Antoine Saporta, Arnaud Dapogny, Matthieu Cord |
| 2017 | IROS | Sequential recognition of in-hand object shape using a collection of neural forests. | Alex Vsquez, Arnaud Dapogny, Kevin Bailly, Vronique Perdereau |
| 2016 | ICMI | On leveraging crowdsourced data for automatic perceived stress detection. | Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Sverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani |
| 2015 | ICCV | Pairwise Conditional Random Forests for Facial Expression Recognition. | Arnaud Dapogny, Kevin Bailly, Sverine Dubuisson |