Analyzing Neural Network-Based Generative Diffusion Models through Convex Optimization.
Fangzhao ZhangMert PilanciPublished in: CoRR (2024)
Keyphrases
- convex optimization
- diffusion models
- diffusion model
- interior point methods
- information diffusion
- total variation
- primal dual
- social networks
- convex optimization problems
- generative model
- norm minimization
- convex relaxation
- influence maximization
- computer vision
- higher order
- image denoising
- reinforcement learning
- lower bound
- object recognition