Notes
Personal notes and research insights.
个人笔记与研究心得。
- 论文写作
- Suggested Reading List
- Score, Noise, Denoiser, and Velocity Predictions in Diffusion Models
- Moment-Generating Function
- Sub-Gaussian Random Variable and its Tail Bound
- Common Concentration Inequalities
- Pinsker’s Inequality
- Rademacher Complexity
- Gumbel-Max, Gumbel-Softmax and Straight-Through
- Log-Derivative Trick
- Sum and Mixture of Gaussians
- Tail Sum and Intergal for Expectation
- Rotation Matrix in High Dimensional Space
- Principal Angles in High Dimensional Space
- Power Iteration and Deflation