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Zexi Zhang

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Preprint Aug 2026

Local Gains and Fixed-Assignment Set Losses in Shared Set Decoders

A query-relation deletion can improve the edited slot while reducing the utility of the prediction set that contains it. We study this tension in two related ResNet-50 DETR-family checkpoints using recorded, selection-conditional evidence from 710 paired image-relation units per checkpoint. The primary comparison subtr...

Zexi Zhang, Yang Zhang · 0 citations

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