d
assigns them to dedicated expert modules for visual representation and
conditional modeling. By enabling independent modeling of foreground features
under different conditions, CoMoE effectively mitigates feature entanglement
and redundant computation in multi-condition scenarios. Furthermore, to bridge
the information gap between the backbone and control branches, we propose
WeaveNet, a dynamic, snake-like connection mechanism that enables effective
interaction between global text-level control from the 