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C. M. Adriano

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#machine learning Preprint Sep 2026

Where Decoder Cosine Similarity Fails for SAE Feature Flow Discovery

Foundation models are increasingly adapted through fine-tuning, model editing, and alignment procedures while retaining previously acquired capabilities. Understanding the internal computations that support these adaptations is therefore becoming increasingly important for continual model evolution. Sparse autoencoders...

Hendrik Droste, C. M. Adriano, Kathrin Korte et al. · 0 citations