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Jinshu Chen

3 accepted papers

2026

DreamStyle: A Unified Framework for Video Stylization

CVPR 2026

Video stylization, an important downstream task of video generation models, has not yet been thoroughly explored. Its input style conditions typically include text, style image, and stylized first frame. Each condition has a characteristic advantage: text is more flexible, style image provides a mor

Cited by 0SourcecodeScholar
2025

HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis

CVPR 2025highlight

Personalized portrait synthesis, essential in domains like social entertainment, has recently made significant progress. Person-wise fine-tuning based methods, such as LoRA and DreamBooth, can produce photorealistic outputs but need training on individual samples, consuming time and resources and po…

Cited by 0SourcePDFScholar
2025

OneGT: One-Shot Geometry-Texture Neural Rendering for Head Avatars

ICCV 2025poster

Existing solutions for creating high-fidelity digital head avatars encounter various obstacles. Traditional rendering tools offer realistic results, while heavily requiring expert skills. Neural rendering methods are more efficient but often compromise between the generated fidelity and flexibility.…

Cited by 0SourcePDFScholar