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Yasser Benigmim

2 accepted papers

2025

FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation

ICCV 2025poster

In this paper, we challenge the conventional practice in Open-Vocabulary Semantic Segmentation (OVSS) of using averaged class-wise text embeddings, which are typically obtained by encoding each class name with multiple templates (e.g., a photo of <class>, a sketch of a <class>). We investigate the i…

2024

Collaborating Foundation Models for Domain Generalized Semantic Segmentation

CVPR 2024poster

Domain Generalized Semantic Segmentation (DGSS) deals with training a model on a labeled source domain with the aim of generalizing to unseen domains during inference. Existing DGSS methods typically effectuate robust features by means of Domain Randomization (DR). Such an approach is often limited…