Poster "looped transformers" Papers
5 papers found
Conference
Looped Transformers for Length Generalization
Ying Fan, Yilun Du, Kannan Ramchandran et al.
ICLR 2025arXiv:2409.15647
41
citations
Reasoning with Latent Thoughts: On the Power of Looped Transformers
Nikunj Saunshi, Nishanth Dikkala, Zhiyuan Li et al.
ICLR 2025arXiv:2502.17416
79
citations
Theoretical Insights into In-context Learning with Unlabeled Data
Yingcong Li, Xiangyu Chang, Muti Kara et al.
NEURIPS 2025
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
Khashayar Gatmiry, Nikunj Saunshi, Sashank J. Reddi et al.
ICML 2024arXiv:2410.08292
38
citations
Simulation of Graph Algorithms with Looped Transformers
Artur Back de Luca, Kimon Fountoulakis
ICML 2024arXiv:2402.01107
27
citations