Advancing the Understanding of Fixed Point Iterations in Deep Neural Networks: A Detailed Analytical Study

15 October 2024

Papers citing "Advancing the Understanding of Fixed Point Iterations in Deep Neural Networks: A Detailed Analytical Study"

3 / 3 papers shown

Title
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao-quan Song Yufa Zhou 96 18 0 21 Feb 2025
Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent Bo Chen Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 91 19 0 15 Oct 2024
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning? Khashayar Gatmiry Nikunj Saunshi Sashank J. Reddi Stefanie Jegelka Sanjiv Kumar 67 17 0 10 Oct 2024