Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs Paper • 2505.20254 • Published 4 days ago • 5 • 1
SAEs $\textit{Can}$ Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs Paper • 2504.08192 • Published Apr 11 • 4 • 2
Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models Paper • 2411.00743 • Published Nov 1, 2024 • 7 • 2
Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients Paper • 2406.17660 • Published Jun 25, 2024 • 5 • 3