2 papers
cs.CV2025
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
Thomas Stegmüller, Tim Lebailly, Nikola Dukic +3
Zero-shot classification capabilities naturally arise in models trained within a vision-language contrastive framework. Despite their classification prowess, these models struggle…
cs.CV2025
Object-Centric Pretraining via Target Encoder Bootstrapping
Nikola ÄukiÄ, Tim Lebailly, Tinne Tuytelaars
Object-centric representation learning has recently been successfully applied to real-world datasets. This success can be attributed to pretrained non-object-centric foundation mod…