| 2024 | CVPR | Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series. | Aimi Okabayashi, Nicolas Audebert, Simon Donike, Charlotte Pelletier |
| 2023 | IGARSS | Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities. | Adebowale Daniel Adebayo, Charlotte Pelletier, Stefan Lang, Silvia Valero |
| 2023 | IGARSS | Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series. | Corentin Dufourg, Charlotte Pelletier, Stphane May, Sbastien Lefvre |
| 2022 | CVPR | Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. | Joachim Nyborg, Charlotte Pelletier, Ira Assent |
| 2020 | DSAA | No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. | Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, Franois Petitjean, Katharina Morik |
| 2020 | IGARSS | Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series. | Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, Franois Petitjean |
| 2019 | IGARSS | Deep Learning for the Classification of Sentinel-2 Image Time Series. | Charlotte Pelletier, Geoffrey I. Webb, Franois Petitjean |
| 2017 | IGARSS | New iterative learning strategy to improve classification systems by using outlier detection techniques. | Charlotte Pelletier, Silvia Valero, Jordi Inglada, Grard Dedieu, Nicolas Champion |
| 2016 | IGARSS | An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series. | Charlotte Pelletier, Silvia Valero, Jordi Inglada, Grard Dedieu, Nicolas Champion |
| 2016 | IGARSS | Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities. | Silvia Valero, Charlotte Pelletier, Marina Bertolino |