A task is worth one word: Learning with task prompts for high-quality versatile image inpainting

J Zhuang, Y Zeng, W Liu, C Yuan, K Chen - European Conference on …, 2025 - Springer
Advancing image inpainting is challenging as it requires filling user-specified regions for
various intents, such as background filling and object synthesis. Existing approaches focus …

Generative ai meets 3d: A survey on text-to-3d in aigc era

C Li, C Zhang, J Cho, A Waghwase, LH Lee… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …

Freemotion: A unified framework for number-free text-to-motion synthesis

K Fan, J Tang, W Cao, R Yi, M Li, J Gong… - … on Computer Vision, 2025 - Springer
Text-to-motion synthesis is a crucial task in computer vision. Existing methods are limited in
their universality, as they are tailored for single-person or two-person scenarios and can not …

Rodinhd: High-fidelity 3d avatar generation with diffusion models

B Zhang, Y Cheng, C Wang, T Zhang, J Yang… - … on Computer Vision, 2025 - Springer
We present RodinHD, which can generate high-fidelity 3D avatars from a portrait image.
Existing methods fail to capture intricate details such as hairstyles which we tackle in this …

Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion

H Wei, W Han, X Dong, J Shen - arXiv preprint arXiv:2411.10369, 2024 - arxiv.org
Recent diffusion-based Single-image 3D portrait generation methods typically employ 2D
diffusion models to provide multi-view knowledge, which is then distilled into 3D …

ClotheDreamer: Text-Guided Garment Generation with 3D Gaussians

Y Liu, J Tang, C Zheng, S Zhang, J Hao, J Zhu… - arXiv preprint arXiv …, 2024 - arxiv.org
High-fidelity 3D garment synthesis from text is desirable yet challenging for digital avatar
creation. Recent diffusion-based approaches via Score Distillation Sampling (SDS) have …