The authors propose a FLUX-based multi-turn editing pipeline combining dual-objective LQR guidance and adaptive attention masking that maintains image identity over successive text edits, with the best FID score in fourth-round tests.
Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing
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Multi-turn Consistent Image Editing
The authors propose a FLUX-based multi-turn editing pipeline combining dual-objective LQR guidance and adaptive attention masking that maintains image identity over successive text edits, with the best FID score in fourth-round tests.