DSG

Creator

Creator

Seonglae Cho

Created

Created

2025 May 10 22:20

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Aug 14 20:16

Refs

Refs

Fisher Information Matrix

Dynamic SAE Guardrails

It's not dynamic but rather a type of

Conditional Vector Steering

Gradient

SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails...

Machine unlearning is a promising approach to improve LLM safety by removing unwanted knowledge from the model. However, prevailing gradient-based unlearning methods suffer from issues such as high...

https://openreview.net/forum?id=8gFO7ebDLT

https://arxiv.org/pdf/2504.08192v1

SAE DSG (Dynamic SAE guardrail)

https://arxiv.org/pdf/2504.08192

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