This survey classifies concept erasure methods for text-to-image diffusion models along intervention level, optimization strategy, and semantic scope, and reviews the datasets, metrics, and benchmarks used to evaluate them.
High-resolution image synthesis with latent diffusion models,
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Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression
This survey classifies concept erasure methods for text-to-image diffusion models along intervention level, optimization strategy, and semantic scope, and reviews the datasets, metrics, and benchmarks used to evaluate them.