Sparsification and Reconstruction from the Perspective of Representation Geometry

28 May 2025

Papers citing "Sparsification and Reconstruction from the Perspective of Representation Geometry"

4 / 4 papers shown

Title
Superposition Yields Robust Neural Scaling Yizhou Liu Ziming Liu Jeff Gore MILM 129 1 0 15 May 2025
Closed-Form Feedback-Free Learning with Forward Projection Robert O'Shea Bipin Rajendran 102 28 0 27 Jan 2025
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Yu Zhao Alessio Devoto Giwon Hong Xiaotang Du Aryo Pradipta Gema Hongru Wang Xuanli He Kam-Fai Wong Pasquale Minervini KELM LLMSV 136 28 0 21 Oct 2024
The Geometry of Concepts: Sparse Autoencoder Feature Structure Yuxiao Li Eric J. Michaud David D. Baek Joshua Engels Xiaoqing Sun Max Tegmark 112 21 0 10 Oct 2024