Poster "looped transformers" Papers

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AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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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