Diffusion Models

Alibaba Group - Tmall Campus featured image

Alibaba Group - Tmall Campus

Development and optimization of generative image stylization models based on GAN and diffusion architectures for portrait-to-anime image generation.

PERoKF: Physics-Enhanced Super-Resolution of Kolmogorov Flow featured image

PERoKF: Physics-Enhanced Super-Resolution of Kolmogorov Flow

Single-frame fluid super-resolution with physics-consistency loss and physics-derived features

Structure-Based Drug Design via Diffusion Models Guided by Non-Differentiable Metrics

Undergraduate thesis on diffusion-based structure-based drug design guided by non-differentiable metrics.

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YiFan Cai

Guidance with Spherical Gaussian Constraint for Conditional Diffusion

ICML 2024 paper on conditional diffusion with a spherical Gaussian constraint.

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YiFan Cai
YesAI Lab, ShanghaiTech University featured image

YesAI Lab, ShanghaiTech University

Research on diffusion models for image generation, computer vision, and molecular generation.