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Length Extrapolation

2 papers across 2 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Mamba Modulation: On the Length Generalization of Mamba Models
#4204 · Peng LU, Jerry Huang, QIUHAO Zeng, Xinyu Wang, Boxing Chen, Philippe Langlais, Yufei CUI

We provide a method for enabling length generalization within state-space models by modulating the $A$ matrices per layer.

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding
#4613 · Shen Zhang, Siyuan Liang, Yaning Tan, Zhaowei Chen, Linze Li, Ge Wu, Yuhao Chen, Shuheng Li, Zhenyu Zhao, Caihua Chen, Jiajun Liang, Yao Tang