diffusion-based framework
- DiffE2E: Rethinking End-to-End Driving with a Hybrid Diffusion-Regression-Classification Policy
- GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture Preservation
- Guided Diffusion Sampling on Function Spaces with Applications to PDEs
- PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
- SSIMBaD: Sigma Scaling with SSIM-Guided Balanced Diffusion for AnimeFace Colorization
- Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
- Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach