You Do Not Fully Utilize Transformer's Representation Capacity. - Gleb Gerasimov; Yaroslav Aksenov; Nikita Balagansky; Viacheslav Sinii; Daniil Gavrilov (CoRR, 2025)

Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy. - Nikita Balagansky; Yaroslav Aksenov; Daniil Laptev; Vadim Kurochkin; Gleb Gerasimov; Nikita Koryagin; Daniil Gavrilov (CoRR, 2025)

Teach Old SAEs New Domain Tricks with Boosting. - Nikita Koriagin; Yaroslav Aksenov; Daniil Laptev; Gleb Gerasimov; Nikita Balagansky; Daniil Gavrilov (CoRR, 2025)