Blog

Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation

Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation

VocAlign: A framework for source-free domain adaptation in open-vocabulary segmentation

Silvio MazzuccoCarl Persson

September 2, 2025

View Article
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation

Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation

An approach to retrieve and merge LoRA adpapters for new domains

Theodoros PanagiotakopoulosGianluca Villani

March 20, 2025

View Article
HAMLET: To Adapt or Not to Adapt?

HAMLET: To Adapt or Not to Adapt?

Real-Time Adaptation for Semantic Segmentation

Marc Botet Colomer

March 18, 2023

View Article