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Qing-Song Wen

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Preprint Nov 2026

UniMore: Fine-Grained Supervision for Unified Understanding and Generation

Unified multimodal models combine image understanding and generation within one system, creating an opportunity to improve both capabilities through paired image--text supervision. We examine the outputs of a pretrained unified model in both directions and observe a loss of specificity: generated images can contain the...

Hao-Yue Bai, Yin-Yi Luo, Yi-Cheng He et al. · 0 citations

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