CVSearch proposes an Assess-then-Search workflow combining expert-assisted search with Semantic Guided Adaptive Patching and Dynamic Bottom-Up Search to improve efficiency and accuracy on high-resolution image tasks for MLLMs.
Deep clustering using the soft silhouette score: Towards compact and well-separated clusters.arXiv preprint arXiv:2402.00608,
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CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception
CVSearch proposes an Assess-then-Search workflow combining expert-assisted search with Semantic Guided Adaptive Patching and Dynamic Bottom-Up Search to improve efficiency and accuracy on high-resolution image tasks for MLLMs.