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Manuel Kansy

2 accepted papers

2026

FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation

ICLR 2026poster

Despite recent progress in 3D Gaussian-based head avatar modeling, efficiently generating high fidelity avatars remains a challenge. Current methods typically rely on extensive multi-view capture setups or monocular videos with per-identity optimization during inference, limiting their scalability a…

Cited by 0SourceScholar
2025

No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models

ICLR 2025poster

Classifier-free guidance (CFG) has become the standard method for enhancing the quality of conditional diffusion models. However, employing CFG requires either training an unconditional model alongside the main diffusion model or modifying the training procedure by periodically inserting a null cond…

Cited by 6SourcePDFScholar