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20242026
most citedLlama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders

5 citations · 7 across the 9 of their papers we have counts for

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cs.CV2026

A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle

Guancheng Zhou, Yisi Luo, Zhengfu He +5

Most current paradigms in visual mechanistic interpretability (MI) remain confined to interpreting internal units of the vision model via heuristic methods (e.g., top- activatio…