StableAnimator++ combines learnable SVD-guided pose alignment, a distribution-aware ID Adapter, and an HJB-based inference-time face optimizer to preserve identity in human image animation under severe pose misalignment.
Animate-x: Universal character image animation with enhanced motion representation,
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StableAnimator++: Overcoming Pose Misalignment and Face Distortion for Human Image Animation
StableAnimator++ combines learnable SVD-guided pose alignment, a distribution-aware ID Adapter, and an HJB-based inference-time face optimizer to preserve identity in human image animation under severe pose misalignment.