On the Parameterization and Initialization of Diagonal State Space
Models

On the Parameterization and Initialization of Diagonal State Space Models

23 June 2022

Christopher Ré

Papers citing "On the Parameterization and Initialization of Diagonal State Space Models"

16 / 66 papers shown

Title
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization Shida Wang Qianxiao Li 22 13 0 24 Nov 2023
Dialogue-Contextualized Re-ranking for Medical History-Taking Jian Zhu Ilya Valmianski Anitha Kannan 19 1 0 04 Apr 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling Daniel Y. Fu Elliot L. Epstein Eric N. D. Nguyen A. Thomas Michael Zhang Tri Dao Atri Rudra Christopher Ré 16 52 0 13 Feb 2023
Scaling Up Computer Vision Neural Networks Using Fast Fourier Transform Siddharth Agrawal 15 0 0 02 Feb 2023
Hungry Hungry Hippos: Towards Language Modeling with State Space Models Daniel Y. Fu Tri Dao Khaled Kamal Saab A. Thomas Atri Rudra Christopher Ré 73 370 0 28 Dec 2022
Pretraining Without Attention Junxiong Wang J. Yan Albert Gu Alexander M. Rush 27 48 0 20 Dec 2022
Advancing the State-of-the-Art for ECG Analysis through Structured State Space Models Temesgen Mehari Nils Strodthoff 23 11 0 14 Nov 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 43 9 0 14 Oct 2022
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 107 96 0 26 Sep 2022
Mega: Moving Average Equipped Gated Attention Xuezhe Ma Chunting Zhou Xiang Kong Junxian He Liangke Gui Graham Neubig Jonathan May Luke Zettlemoyer 33 183 0 21 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 30 109 0 31 Aug 2022
Long Range Language Modeling via Gated State Spaces Harsh Mehta Ankit Gupta Ashok Cutkosky Behnam Neyshabur Mamba 37 232 0 27 Jun 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 90 0 24 Jun 2022
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta Albert Gu Jonathan Berant 59 292 0 27 Mar 2022
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 52 1,673 0 31 Oct 2021
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn Jan van Gemert 80 82 0 15 Oct 2021