A Register Module, a learnable 3D feature space rigged to a 3DMM mesh, improves LoRA-based personalization of head avatars by teaching the model to focus on identity-specific DINOv2 features during adaptation.
minlora: a minimal pytorch library that allows you to apply lora to any pytorch model
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Low-Rank Head Avatar Personalization with Registers
A Register Module, a learnable 3D feature space rigged to a 3DMM mesh, improves LoRA-based personalization of head avatars by teaching the model to focus on identity-specific DINOv2 features during adaptation.