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Qingtian Zeng

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Preprint Aug 2026

Modeling Scientific Experiment Scenes: Dataset and Model

The Cross-Modal Dual-Path Generator (CM-DPG), a model for robust open-vocabulary SGG that enhances object-level semantic representations through joint visual-textual encoding and improves relational reasoning using complementary visual and geometric cues, is proposed.

Minghao Zou, Qingtian Zeng, Shangkun Liu et al. · 0 citations