Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models

23 May 2025

Papers citing "Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models"

4 / 4 papers shown

Title
Towards Scalable and Stable Parallelization of Nonlinear RNNs Xavier Gonzalez Andrew Warrington Jimmy T.H. Smith Scott W. Linderman 285 11 0 17 Jan 2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi Julien N. Siems Jörg Franke Arber Zela Frank Hutter Massimiliano Pontil 208 26 0 19 Nov 2024
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Yu Sun Xinhao Li Karan Dalal Jiarui Xu Arjun Vikram ... Xinlei Chen Xiaolong Wang Sanmi Koyejo Tatsunori Hashimoto Carlos Guestrin 131 113 0 05 Jul 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 244 12 0 28 Feb 2024