Adaptive Super Resolution For One-Shot Talking-Head Generation

1 code implementation • 23 Mar 2024 • Luchuan Song, Pinxin Liu, Guojun Yin, Chenliang Xu

In this work, we propose an adaptive high-quality talking-head video generation method, which synthesizes high-resolution video without additional pre-trained modules.

Decoder Super-Resolution +2

Emo-Avatar: Efficient Monocular Video Style Avatar through Texture Rendering

no code implementations • 1 Feb 2024 • Pinxin Liu, Luchuan Song, Daoan Zhang, Hang Hua, Yunlong Tang, Huaijin Tu, Jiebo Luo, Chenliang Xu

To address the above problems, we propose the Efficient Monotonic Video Style Avatar (Emo-Avatar) through deferred neural rendering that enhances StyleGAN's capacity for producing dynamic, drivable portrait videos.

Contrastive Learning Neural Rendering

Tri$^{2}$-plane: Volumetric Avatar Reconstruction with Feature Pyramid

1 code implementation • 17 Jan 2024 • Luchuan Song, Pinxin Liu, Lele Chen, Celong Liu, Chenliang Xu

Recent years have witnessed considerable achievements in facial avatar reconstruction with neural volume rendering.