Update README.md

README.md

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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## 📄 Paper
+
+This Space accompanies the paper:
+
+**BrainExplore: Large-Scale Discovery of Interpretable Visual Representations in the Human Brain**  
+Navve Wasserman, Matias Cosarinsky, Yuval Golbari, Aude Oliva, Antonio Torralba, Tamar Rott Shaham, Michal Irani  
+Published Dec 2025  
+https://arxiv.org/abs/2512.08560