Towards a Mechanistic Explanation of Diffusion Model Generalization

Matthew Niedoba, Berend Zwartsenberg, K. Murphy, Frank Wood
2/14/2026

No official code found. Best implementation: plai-group/pspc (2 stars, last commit 2025-06-07).

Semantic Scholar

Code Implementations(1)

plai-group/pspcCommunity60%

Implementation for "Towards a Mechanistic Explanation of Diffusion Model Generalization".

21PythonApr 11, 20251 years agoNOASSERTION

Similar Papers

Human-Aligned Chess With a Bit of Search

94% match1 repo232026

Exploring Guided Sampling of Conditional GANs

91% match1 repo42026

An Effective Theory of Bias Amplification

91% match2026

Generative Decoding of Visual Stimuli

91% match2026

Early Anticipation of Driving Maneuvers

91% match1 repo2026

Gradient Inversion of Multimodal Models

91% match2026

Cite this paper

@article{niedoba2026towards,
  title  = {Towards a Mechanistic Explanation of Diffusion Model Generalization},
  author = {Matthew Niedoba and Berend Zwartsenberg and K. Murphy and Frank Wood},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:5417a9dea249055d0a8eb62eb9938e4c11e3818a},
  journal = {ICML 2025 2025}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/5417a9dea249055d0a8eb62eb9938e4c11e3818a.svg)](https://codeofpaper.com/paper/5417a9dea249055d0a8eb62eb9938e4c11e3818a)

Discussion