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Shancheng Fang

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#artificial intelligence Preprint Sep 2026

UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation

UFO is proposed, the first unified framework for omni-condition alignment simultaneous evaluation, and UFO-Bench is presented, a dedicated benchmark designed to holistically evaluate the performance of existing customization models under the diverse mutual interactions of textual and visual conditions.

Dan-Ning Zhang, Yijing Lin, Shuhan Zhuang et al. · 0 citations
Open access Aug 2026

RoFLIP: Robust and Fine-Grained Alignment for Vision-Language Compositional Reasoning

The Robust and Fine-grained training framework for CLIP-based vision-language models (RoFLIP) is proposed, enhancing both the robustness and granularity of vision-language alignment and underscore RoFLIP’s compositional reasoning and generalization abilities.

Yiwei Sun, Chuan-Bin Liu, Shan-Cheng Fang et al. · 0 citations

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