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Emergent Object Binding Has a Finite Spatial Horizon

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2026-10-02，arXiv Computer Vision 报道，预训练 Vision Transformer 的冻结 patch 嵌入可高精度解码 IsSameObject 信号；绑定概率随图像块间距单调衰减并趋于非零底值，呈指数衰减且具有有限长度尺度。

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LatestOct 2
2026-10-02 新报道指出视觉 Transformer 的物体绑定具有有限空间范围，绑定概率随块间距指数衰减并趋于非零底值。

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Oct 2, 2026
  1. arXiv · Computer Vision
    视觉 Transformer 的物体绑定具有有限空间范围

    summary_zh: 预训练 Vision Transformer 的冻结 patch 嵌入可高精度解码 IsSameObject 信号，但绑定概率随图像块间距单调衰减并趋于非零底值，呈指数衰减且具有有限长度尺度。

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