Towards Scalable and Stable Parallelization of Nonlinear RNNs

17 January 2025

Papers citing "Towards Scalable and Stable Parallelization of Nonlinear RNNs"

7 / 7 papers shown

Title
MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications Ning Xin Jionglong Su Md Maruf Hasan AI4TS 17 0 0 18 Apr 2025
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization Ali Behrouz Meisam Razaviyayn Peilin Zhong Vahab Mirrokni 31 0 0 17 Apr 2025
Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations Sajad Movahedi Felix Sarnthein Nicola Muca Cirone Antonio Orvieto 43 2 0 13 Mar 2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi Julien N. Siems Jörg K.H. Franke Arber Zela Frank Hutter Massimiliano Pontil 70 10 0 19 Nov 2024
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning Esraa Elelimy Adam White Michael H. Bowling Martha White OffRL 23 1 0 02 Sep 2024
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 83 258 0 11 Mar 2023
Temporal Parallelization of Bayesian Smoothers Simo Särkkä Á. F. García-Fernández 98 39 0 30 May 2019