CORDIS Project
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The RAVIOLI project aims to enhance segmentation tasks by integrating retrieval-based predictions with vision-language models. This innovative approach seeks to improve adaptability and accuracy across various applications, including autonomous vehicles and medical imaging.
The proposed research project, RAVIOLI (Retrieval-Augmented VIsion-Language Models for Open-vocabulary LocalizatIon), aims to significantly advance the field of segmentation by innovatively integrating retrieval-based predictions from a memory with the original predictions of a vision-language model (VLM) through a learnable fusion model.
Addressing a critical gap in existing methods, which often struggle to adapt to new or complex classes and domains, RAVIOLI seeks to enhance the accuracy, adap…
CESKE VYSOKE UCENI TECHNICKE V PRAZE
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Italy, Modena
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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