CAPTAIN: A Novel Approach to Mitigating Memorization in Text-to-Image Generation

This ArXiv paper introduces CAPTAIN, a novel technique to address memorization issues in text-to-image diffusion models. The approach likely focuses on injecting semantic features to improve generation quality while reducing the risk of replicating training data verbatim.

• •Addresses the problem of memorization in text-to-image diffusion models.
• •Proposes a semantic feature injection method (CAPTAIN).
• •Focuses on improving generation quality and reducing verbatim replication.