Search Results for author: Sebastian Gerard

Found 2 papers, 1 papers with code

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

1 code implementation30 Jan 2024 Sebastian Gerard, Paul Borne-Pons, Josephine Sullivan

We construct a strong baseline method for building damage detection by starting with the highly-engineered winning solution of the xView2 competition, and gradually stripping away components.

Contrastive pretraining for semantic segmentation is robust to noisy positive pairs

no code implementations24 Nov 2022 Sebastian Gerard, Josephine Sullivan

Domain-specific variants of contrastive learning can construct positive pairs from two distinct in-domain images, while traditional methods just augment the same image twice.

Contrastive Learning Semantic Segmentation

Cannot find the paper you are looking for? You can Submit a new open access paper.