97 citations · 106 across the 4 of their papers we have counts for
4 papers
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…
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner
Zeeshan Nisar, Jelica Vasiljević, Pierre Gançarski +1
Domain shift in digital histopathology can occur when different stains or scanners are used, during stain translation, etc. A deep neural network trained on source data may not gen…
Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression
Pedro Chahuara, Thomas Lampert, Pierre Gancarski
Presented herein is a novel model for similar question ranking within collaborative question answer platforms. The presented approach integrates a regression stage to relate topics…
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…