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.
Marlin: Masked autoencoder for facial video representation learning
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.