This study, presented at NeurIPS 2023’s UniReps Workshop, introduces an efficient approach to combine vision foundation models (VFMs) like CLIP and SAM into a single model that leverages their respective semantic and spatial understanding strengths through multi-task learning techniques.
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Exciting news from the UniReps Workshop at NeurIPS 2023! We’re introducing a breakthrough method that combines powerful AI models to enhance your company’s intelligence systems. Imagine merging the best of two worlds – the semantic understanding of CLIP and the spatial understanding of SAM. This is no longer a dream; it’s a reality that can revolutionize your business operations.
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