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cs.CV2026
ABC-GS: Alignment-Based Controllable Style Transfer for 3D Gaussian Splatting
Wenjie Liu, Zhongliang Liu, Xiaoyan Yang +2
3D scene stylization approaches based on Neural Radiance Fields (NeRF) achieve promising results by optimizing with Nearest Neighbor Feature Matching (NNFM) loss. However, NNFM los…
cs.CV2025
LMP: Leveraging Motion Prior in Zero-Shot Video Generation with Diffusion Transformer
Changgu Chen, Xiaoyan Yang, Junwei Shu +2
In recent years, large-scale pre-trained diffusion transformer models have made significant progress in video generation. While current DiT models can produce high-definition, high…
cs.CV2024
FIND: Fine-tuning Initial Noise Distribution with Policy Optimization for Diffusion Models
Changgu Chen, Libing Yang, Xiaoyan Yang +4
In recent years, large-scale pre-trained diffusion models have demonstrated their outstanding capabilities in image and video generation tasks. However, existing models tend to pro…