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cs.CV2025
Resampling Augmentation for Time Series Contrastive Learning: Application to Remote Sensing
Antoine Saget, Baptiste Lafabregue, Antoine Cornuéjols +1
Given the abundance of unlabeled Satellite Image Time Series (SITS) and the scarcity of labeled data, contrastive self-supervised pretraining emerges as a natural tool to leverage…
cs.CV2013★ 97 cited
An Empirical Study into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation
Thomas A. Lampert, André Stumpf, Pierre Gançarski
Although agreement between annotators has been studied in the past from a statistical viewpoint, little work has attempted to quantify the extent to which this phenomenon affects t…