BPU-Net: a precise grain image segmentation method based on bidirectional skip connections and continuous VI loss

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The intuition behind this mechanism is best illustrated by Wason’s (\citeyearwason_failure_1960) rule discovery task. When asked to discover a hidden rule governing number triples (e.g., 2-4-6), participants overwhelmingly proposed triples that fit their current hypothesis (e.g., testing 8-10-12 to confirm “increasing even numbers”) rather than triples that would defy it. Because the true rule was simply “increasing numbers,” these positive tests appeared to confirm people’s more restrictive hypotheses.

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Publication date: 10 March 2026