| 2025 | ICIP | S3VD Self-Supervised Spatial Video Downsampling Loss: A Method for Training Video FPN Denoising Networks. | Hortensia Barral, Pablo Arias, Axel Davy |
| 2024 | ECCV | PDB Unet: A Spatio Temporal Video Fixed Pattern Noise Removal Network. | Hortensia Barral, Pablo Arias, Axel Davy |
| 2024 | WACV | Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera. | Arnaud Barral, Pablo Arias, Axel Davy |
| 2024 | WACV | On the Importance of Large Objects in CNN Based Object Detection Algorithms. | Ahmed Ben Saad, Gabriele Facciolo, Axel Davy |
| 2023 | CVPR | L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery. | Ngoc Long Nguyen, Jrmy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo |
| 2023 | WACV | Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. | Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo |
| 2022 | CVPR | Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. | Ngoc Long Nguyen, Jrmy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo |
| 2022 | IGARSS | Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. | Ngoc Long Nguyen, Jrmy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo |
| 2021 | CVPR | Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images. | Ngoc Long Nguyen, Jrmy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo |
| 2021 | IGARSS | PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution. | Ngoc Long Nguyen, Jrmy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo |
| 2021 | WACV | Self-supervised training for blind multi-frame video denoising. | Valry Dewil, Jrmy Anger, Axel Davy, Thibaud Ehret, Gabriele Facciolo, Pablo Arias |
| 2019 | CVPR | Model-Blind Video Denoising via Frame-To-Frame Training. | Thibaud Ehret, Axel Davy, Jean-Michel Morel, Gabriele Facciolo, Pablo Arias |
| 2019 | ICCV | Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images. | Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo |
| 2019 | ICIP | Detection of Small Anomalies on Moving Background. | Axel Davy, Agns Desolneux, Jean-Michel Morel |
| 2019 | ICIP | A Non-Local CNN for Video Denoising. | Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo |
| 2019 | IGARSS | A Novel Activity Detector Applied to Sentinel-1 for Surveillance. | Axel Davy, Max Dunitz |
| 2018 | ICIP | Reducing Anomaly Detection in Images to Detection in Noise. | Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio |