| 2025 | ICIP | S3VD Self-Supervised Spatial Video Downsampling Loss: A Method for Training Video FPN Denoising Networks. | Hortensia Barral, Pablo Arias, Axel Davy |
| 2024 | BMVC | Adapting MIMO video restoration networks to low latency constraints. | Valry Dewil, Zhe Zheng, Arnaud Barral, Lara Raad, Nao Nicolas, Ioannis Cassagne, Jean-Michel Morel, Gabriele Facciolo, Bruno Galerne, Pablo Arias |
| 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 |
| 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 | Video joint denoising and demosaicing with recurrent CNNs. | Valry Dewil, Adrien Courtois, Mariano Rodrguez, Thibaud Ehret, Nicola Brandonisio, Denis Bujoreanu, Gabriele Facciolo, Pablo Arias |
| 2022 | CVPR | Investigating Neural Architectures by Synthetic Dataset Design. | Adrien Courtois, Jean-Michel Morel, Pablo Arias |
| 2022 | CVPR | Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? | Valry Dewil, Arnaud Barral, Gabriele Facciolo, Pablo Arias |
| 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 |
| 2022 | Interspeech | Production Strategies of Vocal Attitudes. | Lane Salais, Pablo Arias, Clment Le Moine, Victor Rosi, Yann Teytaut, Nicolas Obin, Axel Roebel |
| 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 | Kalman Filtering of Patches for Frame-Recursive Video Denoising. | Pablo Arias, Jean-Michel Morel |
| 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 | A Non-Local CNN for Video Denoising. | Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo |
| 2018 | CVPR | On the Convergence of PatchMatch and Its Variants. | Thibaud Ehret, Pablo Arias |
| 2018 | ICIP | Non-Local Kalman: A Recursive Video Denoising Algorithm. | Thibaud Ehret, Jean-Michel Morel, Pablo Arias |
| 2015 | ACIVS | Towards a Bayesian Video Denoising Method. | Pablo Arias, Jean-Michel Morel |
| 2012 | ICIP | A gradient based neighborhood filter for disparity interpolation. | Vanel A. Lazcano, Pablo Arias, Gabriele Facciolo, Vicent Caselles |
| 2007 | CVPR | Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. | Pablo Arias, Gregory Randall, Guillermo Sapiro |