8 citations · 8 across the 2 of their papers we have counts for
3 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…