Author

Zygmunt Pizlo

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Jul 2026

Vision Transformers Learn Gestalt-Like Figure-Ground Cues from Natural Images

Evaluating shape-based figure-ground organization in Vision Transformers demonstrates that Gestalt-like figure-ground cues can be learned from natural scene statistics and positions ViTs as a compelling model system for studying the computational mechanisms of perceptual organization.

Matthias Tangemann, Benjamin Lo, Zygmunt Pizlo et al. · arXiv.org · 0 citations