On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding

2 October 2024

Papers citing "On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding"

3 / 3 papers shown

Title
Approximation Bounds for Transformer Networks with Application to Regression Yuling Jiao Yanming Lai Defeng Sun Yang Wang Bokai Yan 24 0 0 16 Apr 2025
Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning Qifan Yu Zhenyu He Sijie Li Xun Zhou Jun Zhang Jingjing Xu Di He OffRL LRM 75 4 0 12 Feb 2025
Advancing the Understanding of Fixed Point Iterations in Deep Neural Networks: A Detailed Analytical Study Yekun Ke Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 53 3 0 15 Oct 2024