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FiCA generates photorealistic avatars from a single image, achieving unprecedented visual quality and identity fidelity without the need for individual optimization.
Scaling up avatar pre-training to 1M in-the-wild videos unlocks emergent generalization capabilities like relightability and garment support, even without direct supervision.
