Beyond Layers: Position-Resolved Gradient Conflict and Position-Aware Modulation for Unified Multimodal Models
Unified multimodal models (UMMs) train image understanding and autoregressive image generation on shared parameters, and the two objectives are known to interfere.
By Shuyang Jiang, Fucheng Deng, Yuchuan Luo, Zhenyu WuarXiv - cs.CV (CV)
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Originally published by arXiv - cs.CV (CV) on Oct 1, 2026.
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