Image Complexity-Aware Adaptive Retrieval for Efficient Vision-Language Models
Published:Dec 17, 2025 12:19
•1 min read
•ArXiv
Analysis
This article introduces a method for improving the efficiency of Vision-Language Models (VLMs) by adapting the retrieval process based on the complexity of the input image. This is a common approach in research, focusing on optimizing resource usage. The use of 'complexity-aware' suggests a nuanced approach to resource allocation.
Key Takeaways
- •Focuses on improving the efficiency of Vision-Language Models.
- •Employs an adaptive retrieval strategy based on image complexity.
- •Suggests a resource-aware approach to VLM processing.
Reference
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