AINeutralarXiv – CS AI · 5h ago6/10
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MoDA: Modulation Adapter for Fine-Grained Visual Grounding in Instructional MLLMs
Researchers introduce MoDA (Modulation Adapter), a lightweight module that improves fine-grained visual grounding in multimodal language models through instruction-guided channel-wise modulation. Testing across 12 benchmarks and three MLLM architectures demonstrates consistent performance improvements with minimal computational overhead, suggesting a practical advancement in how AI systems understand detailed visual instructions.