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MUSE-AI-Lab / Concept-Brittleness

git clone https://github.com/MUSE-AI-Lab/Concept-Brittleness.git

Code for diagnosing and repairing object-dependent concept failures in text-to-image diffusion models using per-step sparse autoencoders.

Why you might care

Researchers studying why text-to-image models fail on specific objects for a fixed style concept can use it to locate missing or delayed concept features. It adds an inference-time correction toward a class-level prototype without retraining the diffusion model.

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Star history (as recorded here)

2026-10-30 · 133 ★ 2026-11-03 · 262 ★
LanguagePython
License—
Created2026-10-28 (5d ago)
Last push5d ago
Watchers0
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