Reading Notes

Notes and summaries from reading ML/AI papers (and some blog posts). All credit to the content in the papers and blog posts goes to the original authors.

Reliable and Efficient Amortized Model-based Evaluation

IRT difficulty prediction

7 min read · January 05, 2026

2026 · distillation
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

Sliderspace

4 min read · December 26, 2025

2025 · distillation
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

concept sliders

5 min read · December 26, 2025

2025 · distillation
Generative Modeling by Estimating Gradients of the Data Distribution

score function generative modeling

4 min read · December 25, 2025

2025 · distillation
What are Diffusion Models?

Lilian Weng Diffusion Blog Post (Discrete)

11 min read · December 25, 2025

2025 · distillation