IdGlow: Dynamic Identity Modulation for Multi-Subject Generation

In three linesIdGlow is a mask-free Flow Matching framework for multi-subject generation. It uses task-adaptive timestep scheduling and temporal gating to preserve identities during complex transformations (e.g., age transformation). A fine-grained group-level DPO stage eliminates artifacts and harmonizes textures.

Summary generated by Claude — human-verified