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Research

Research highlights and deep dives.

Glimpse from the Lab: The Fingerprint Project

Glimpse from the Lab: The Fingerprint Project

Data-free LoRA indexing and dynamic adaptation for open-vocabulary semantic segmentation under real-world domain shifts

Mehdi Amlal

August 5, 2026

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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

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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

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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

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