Collection of Papers for Model Editing aka Knowledge Editing
- Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?
- https://github.com/zjunlp/KnowledgeEditingPapers?tab=readme-ov-file#-papers
- To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now
- Robust Concept Erasure Using Task Vectors
- Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
- ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning
- Data Redaction from Conditional Generative Models
- Espresso: Robust Concept Filtering in Text-to-Image Models
- Erasing concepts from diffusion models
- Selective amnesia: A continual learning approach to forgetting in deep generative models
- Forget-me-not: Learning to forget in text-to-image diffusion models
- Ablating concepts in text-to-image diffusion models
- Unified Concept Editing in Diffusion Models
- Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models
- Circumventing Concept Erasure Methods For Text-To-Image Generative Models
- Negative Prompt