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cs.AI2026
NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding
Sijin Yu, Zijiao Chen, Zhenyu Yang +7
Current fMRI decoders face a performance-fidelity trade-off where efficient ID encoders outperform geometrically faithful surface-based models. We argue this is partly driven by in…
cs.AI2026
Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration
Yuanzhi Xu, Qian Gao, Jun Fan +4
The generation of factually incorrect objects, commonly known as object hallucination, remains a persistent challenge in Large Vision-Language Models (LVLMs). Current approaches to…