Improving Bilinear RNN with Closed-loop Control

NeurIPSSpotlight2025

Authors: Jiaxi Hu, Yongqi Pan, Jusen Du, Disen Lan, Xiaqiang Tang, Qingsong Wen, Yuxuan Liang, Weigao Sun
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Recent efficient sequence modeling methods, such as Gated DeltaNet, TTT, and RWKV-7, have achieved performance improvements by supervising the recurrent memory management through the Delta learning ru…

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Topics

efficient control memory

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