Robustifying State-space Models for Long Sequences via Approximate Diagonalization

2 October 2023

Papers citing "Robustifying State-space Models for Long Sequences via Approximate Diagonalization"

6 / 6 papers shown

Title
A Deep State Space Model for Rainfall-Runoff Simulations Yihan Wang Lujun Zhang Annan Yu N. Benjamin Erichson Tiantian Yang 47 1 0 28 Jan 2025
Fast convolution algorithm for state space models Gregory Beylkin 80 1 0 22 Nov 2024
Tuning Frequency Bias of State Space Models Annan Yu Dongwei Lyu S. H. Lim Michael W. Mahoney N. Benjamin Erichson 42 3 0 02 Oct 2024
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 88 265 0 11 Mar 2023
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 101 95 0 26 Sep 2022
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections Albert Gu Isys Johnson Aman Timalsina Atri Rudra Christopher Ré Mamba 95 89 0 24 Jun 2022