Towards a theory of learning dynamics in deep state space models

10 July 2024

Papers citing "Towards a theory of learning dynamics in deep state space models"

5 / 5 papers shown

Title
Tuning Frequency Bias of State Space Models Annan Yu Dongwei Lyu S. H. Lim Michael W. Mahoney N. Benjamin Erichson 33 1 0 02 Oct 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 51 50 0 22 Mar 2024
Repeat After Me: Transformers are Better than State Space Models at Copying Samy Jelassi David Brandfonbrener Sham Kakade Eran Malach 95 77 0 01 Feb 2024
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 88 258 0 11 Mar 2023
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 97 93 0 26 Sep 2022