94 citations · 249 across the 12 of their papers we have counts for
3 papers · 1 filter
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections
Theodora Kontogianni, Michael Gygli, Jasper Uijlings +1
In interactive object segmentation a user collaborates with a computer vision model to segment an object. Recent works employ convolutional neural networks for this task: Given an…
Natural Vocabulary Emerges from Free-Form Annotations
Jordi Pont-Tuset, Michael Gygli, Vittorio Ferrari
We propose an approach for annotating object classes using free-form text written by undirected and untrained annotators. Free-form labeling is natural for annotators, they intuiti…
Efficient Object Annotation via Speaking and Pointing
Michael Gygli, Vittorio Ferrari
Deep neural networks deliver state-of-the-art visual recognition, but they rely on large datasets, which are time-consuming to annotate. These datasets are typically annotated in t…