Justin Solomon

Associate Professor, Massachusetts Institute of Technology

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Locality in Image Diffusion Models Emerges from Data Statistics

#4409 Spotlight · Artem Lukoianov, Chenyang Yuan, Justin Solomon, Vincent Sitzmann

Locality is an important factor in generalization of diffusion models, but it is unclear where it comes from; we show that it comes from pixel correlation patterns in the dataset.