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cs.CV2026
Beyond Exact Match: Task-Aware GRPO for Cross-Domain PCBA Visual Question Answering
Jia Li, Li Dai, Peng Jia +4
In automated Printed Circuit Board Assembly (PCBA) inspection, standards-guided decisions require systems to jointly reason over fine-grained visual cues, component semantics, and…
cs.CV2025★ 1 cited
Causal Debiasing for Visual Commonsense Reasoning
Jiayi Zou, Gengyun Jia, Bing-Kun Bao
Visual Commonsense Reasoning (VCR) refers to answering questions and providing explanations based on images. While existing methods achieve high prediction accuracy, they often ove…