04:00
2026-08-19
arxiv.org
machine-learning
Margin-Regularized Structured Semantic Alignment for Brain-Language Correspondence
Researchers propose MD-SigLIP, a margin-regularized structured semantic alignment framework that directly aligns brain embeddings with text embeddings in a shared semantic space for retrieval-based de…