Remove Symmetries to Control Model Expressivity and Improve Optimization

28 August 2024

Liu Ziyin

Papers citing "Remove Symmetries to Control Model Expressivity and Improve Optimization"

3 / 3 papers shown

Title
Parameter Symmetry Breaking and Restoration Determines the Hierarchical Learning in AI Systems Liu Ziyin Yizhou Xu T. Poggio Isaac Chuang 48 4 0 07 Feb 2025
spred: Solving $L_1$ Penalty with SGD Liu Ziyin Zihao W. Wang 32 14 0 03 Oct 2022
What shapes the loss landscape of self-supervised learning? Liu Ziyin Ekdeep Singh Lubana Masakuni Ueda Hidenori Tanaka 42 17 0 02 Oct 2022