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Author

Ke Zhang

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#artificial intelligence Preprint Sep 2026

Calibrate the Decisions That Change the Future: On-Policy Post-Training Quantization for Multimodal Large Language Models

OnPTQ is proposed, an on-policy framework that calibrates on trajectories visited by the current quantized policy, and derives a Decision--Consequence bound linking behavioral deviation to current policy discrepancy and action-conditioned future-value span.

Wen-Xiao Fan, Jing-Ling Fu, Li-Chen Ma et al. · 0 citations
Preprint Aug 2026

TransAnyText: Translating Arbitrary Text in E-commerce Images via Structured Visual Generation

TransAnyText, a structured visual code framework that reformulates image text translation as generating renderable HTML patches from source images and target languages, is introduced, providing an effective, controllable, and editable solution for cross-border e-commerce image translation.

Xiao-An Liu, Li-Chen Ma, Zipeng Guo et al. · 0 citations

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