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https://github.com/ksasi/modeleditingpapers
Collection of Papers for Model Editing aka Knowledge Editing
https://github.com/ksasi/modeleditingpapers
Last synced: 22 days ago
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Collection of Papers for Model Editing aka Knowledge Editing
- Host: GitHub
- URL: https://github.com/ksasi/modeleditingpapers
- Owner: ksasi
- Created: 2024-06-09T17:00:04.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-07-07T12:36:55.000Z (4 months ago)
- Last Synced: 2024-07-07T13:56:03.916Z (4 months ago)
- Size: 8.79 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Model Editing Papers
Collection of Papers for Model Editing aka Knowledge Editing
## Language Generation
- [Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?](https://arxiv.org/abs/2403.07362)
- https://github.com/zjunlp/KnowledgeEditingPapers?tab=readme-ov-file#-papers
## Image Generation
- [To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now](https://arxiv.org/abs/2310.11868)
- [Robust Concept Erasure Using Task Vectors](https://arxiv.org/abs/2404.03631)
- [Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models](https://arxiv.org/abs/2405.15234)
- [ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning](https://arxiv.org/abs/2405.19237)
- [Data Redaction from Conditional Generative Models](https://ieeexplore.ieee.org/abstract/document/10516648/?casa_token=5lnkOmtwxfcAAAAA:aF0nDNLCHQkZISuRiTC_Wfx6MYr-Uu8ITOCd2IYoiLkCbppN8pXeMtFDTGRD-XEa-tXe4SYw4nb7Kg)
- [Espresso: Robust Concept Filtering in Text-to-Image Models](https://arxiv.org/abs/2404.19227)
- [Erasing concepts from diffusion models](https://openaccess.thecvf.com/content/ICCV2023/html/Gandikota_Erasing_Concepts_from_Diffusion_Models_ICCV_2023_paper.html)
- [Selective amnesia: A continual learning approach to forgetting in deep generative models](https://proceedings.neurips.cc/paper_files/paper/2023/hash/376276a95781fa17c177b1ccdd0a03ac-Abstract-Conference.html)
- [Forget-me-not: Learning to forget in text-to-image diffusion models](https://openaccess.thecvf.com/content/CVPR2024W/MMFM/html/Zhang_Forget-Me-Not_Learning_to_Forget_in_Text-to-Image_Diffusion_Models_CVPRW_2024_paper.html)
- [Ablating concepts in text-to-image diffusion models](http://openaccess.thecvf.com/content/ICCV2023/html/Kumari_Ablating_Concepts_in_Text-to-Image_Diffusion_Models_ICCV_2023_paper.html)
- [Unified Concept Editing in Diffusion Models](https://arxiv.org/pdf/2308.14761.pdf)
- [Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models](https://openaccess.thecvf.com/content/CVPR2023/html/Schramowski_Safe_Latent_Diffusion_Mitigating_Inappropriate_Degeneration_in_Diffusion_Models_CVPR_2023_paper.html)
- [Circumventing Concept Erasure Methods For Text-To-Image Generative Models](https://arxiv.org/pdf/2308.01508.pdf)
- Negative Prompt
## Video Generation
## Others
- [Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models](https://openaccess.thecvf.com/content/CVPR2024W/TCV2024/html/Li_Fast-NTK_Parameter-Efficient_Unlearning_for_Large-Scale_Models_CVPRW_2024_paper.html)
## Datasets