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2405.06147
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State-Free Inference of State-Space Models: The Transfer Function Approach
10 May 2024
Rom N. Parnichkun
Stefano Massaroli
Alessandro Moro
Jimmy T.H. Smith
Ramin Hasani
Mathias Lechner
Qi An
Christopher Ré
Hajime Asama
Stefano Ermon
Taiji Suzuki
Atsushi Yamashita
Michael Poli
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Papers citing
"State-Free Inference of State-Space Models: The Transfer Function Approach"
7 / 7 papers shown
Title
A Deep State Space Model for Rainfall-Runoff Simulations
Yihan Wang
Lujun Zhang
Annan Yu
N. Benjamin Erichson
Tiantian Yang
45
0
0
28 Jan 2025
Towards Scalable and Stable Parallelization of Nonlinear RNNs
Xavier Gonzalez
Andrew Warrington
Jimmy T.H. Smith
Scott W. Linderman
83
8
0
17 Jan 2025
Layer-Adaptive State Pruning for Deep State Space Models
Minseon Gwak
Seongrok Moon
Joohwan Ko
PooGyeon Park
25
0
0
05 Nov 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
95
93
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
93
88
0
24 Jun 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
245
1,977
0
31 Dec 2020
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