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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Jiajie Li

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Sep 2026

Q-DRFormer: Query-Position Mapping Flow Prediction with Progressive Refinement for Document Rectification

Document image rectification aims to restore images degraded by geometric distortions. Existing U-shaped encoder-decoder methods rely on hierarchical upsampling operations to recover dense flow fields, which provide limited control over the displacement at individual grid positions, leading to spatial inconsistency and...

Jiajie Li, Jia-Xin Zhang, Jian-Wei Guo et al. · 0 citations

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