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Author

Daizong Liu

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Preprint Jul 2026

RFMSR: Residual Flow Matching for Image Super-Resolution

Residual Flow Matching for Image Super-Resolution (RFMSR) is proposed, a vision-only framework that centers the source distribution at the LQ latent, reducing transport distance and preserving structural priors throughout the flow trajectory.

Shuwei Huang, Tianyao Luo, Jicheng Liu et al. · 1 citation
2025

Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models

A new perspective of information theory is introduced to investigate LVLMs’ transferable characteristics by exploring the relative dependence between outputs of the LVLM model and input adversarial samples and formulate the complicated calculation of information gain as an estimation problem and incorporate such informative constraints into the adversarial learning process.

Xiaowen Cai, Daizong Liu, Xiaoye Qu et al. · 7 citations