Sebastian Gerard

According to our database, Sebastian Gerard authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DisasterAdaptiveNet: A robust network for multi-hazard building damage detection from very-high-resolution satellite imagery.

Sebastian Hafner, Sebastian Gerard, Josephine Sullivan, Yifang Ban

Int. J. Appl. Earth Obs. Geoinformation, 2025

2024

TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction.

Yu Zhao, Sebastian Gerard, Yifang Ban

CoRR, 2024

PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models.

Valerio Marsocci, Yuru Jia, Georges Le Bellier, Dávid Kerekes, Liang Zeng, Sebastian Hafner, Sebastian Gerard, Eric Brune, Ritu Yadav, Ali Shibli, Heng Fang, Yifang Ban, Maarten Vergauwen, Nicolas Audebert, Andrea Nascetti

CoRR, 2024

A simple, strong baseline for building damage detection on the xBD dataset.

Sebastian Gerard, Paul Borne-Pons, Josephine Sullivan

CoRR, 2024

2023

WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction.

Sebastian Gerard, Yu Zhao, Josephine Sullivan

Dataset, October, 2023

WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction.

Sebastian Gerard, Yu Zhao, Josephine Sullivan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Contrastive pretraining for semantic segmentation is robust to noisy positive pairs.

Sebastian Gerard, Josephine Sullivan

CoRR, 2022

2020

Identification of Spurious Labels in Machine Learning Data Sets using N-Version Validation.

Malte Mues, Sebastian Gerard, Falk Howar

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020