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How to Train Your HiPPO: State Space Models with Generalized Orthogonal
  Basis Projections

How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections

24 June 2022
Albert Gu
Isys Johnson
Aman Timalsina
Atri Rudra
Christopher Ré
    Mamba
ArXivPDFHTML

Papers citing "How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections"

50 / 63 papers shown
Title
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update
Bizhan Alipour Pijan
Serdar Bozdag
36
0
0
13 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
Muyi Bao
Shuchang Lyu
Zhaoyang Xu
Huiyu Zhou
Jinchang Ren
Shiming Xiang
Xuelong Li
Guangliang Cheng
Mamba
87
0
0
01 May 2025
Efficient Spiking Point Mamba for Point Cloud Analysis
Efficient Spiking Point Mamba for Point Cloud Analysis
Peixi Wu
Bosong Chai
Menghua Zheng
Wei Li
Zhangchi Hu
Jie Chen
Zheyu Zhang
Hong Li
Xiaoyan Sun
Mamba
47
0
0
19 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning
Biswadeep Chakraborty
Saibal Mukhopadhyay
56
0
0
02 Apr 2025
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning
Thomas E. Huber
J. Lecomte
Borislav Polovnikov
Axel von Arnim
41
0
0
01 Apr 2025
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models
Shriyank Somvanshi
Md Monzurul Islam
Mahmuda Sultana Mimi
Sazzad Bin Bashar Polock
Gaurab Chhetri
Subasish Das
Mamba
AI4TS
45
0
0
22 Mar 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba
Xiuwei Chen
Sihao Lin
Xiao Dong
Zhenpeng Chen
Meng Cao
J. Han
Hang Xu
Xiaodan Liang
Mamba
65
0
0
24 Feb 2025
RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer
RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer
Shilong Yang
Qi Zang
Chulong Zhang
Lingfeng Huang
Yaoqin Xie
Mamba
76
1
0
16 Feb 2025
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation
Yang Cao
Zhao Song
Chiwun Yang
VGen
53
2
0
01 Feb 2025
PhysMamba: State Space Duality Model for Remote Physiological Measurement
PhysMamba: State Space Duality Model for Remote Physiological Measurement
Zhixin Yan
Yan Zhong
Hongbin Xu
Wenjun Zhang
Shangru Yi
Lin Shu
Wenxiong Kang
Mamba
62
0
0
17 Jan 2025
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion
Li Liang
Naveed Akhtar
J. Vice
Xiangrui Kong
Ajmal Mian
55
1
0
13 Jan 2025
PTQ4VM: Post-Training Quantization for Visual Mamba
PTQ4VM: Post-Training Quantization for Visual Mamba
Younghyun Cho
Changhun Lee
Seonggon Kim
Eunhyeok Park
MQ
Mamba
46
2
0
29 Dec 2024
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence
Wenbo Huang
Jinghui Zhang
Ge Li
Lei Zhang
Shuoyuan Wang
Fang Dong
Jiahui Jin
Takahiro Ogawa
Miki Haseyama
Mamba
96
1
0
10 Dec 2024
Fast convolution algorithm for state space models
Fast convolution algorithm for state space models
Gregory Beylkin
82
1
0
22 Nov 2024
SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba
  State Space Models
SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models
José Ignacio Olalde-Verano
Sascha Kirch
Clara Pérez-Molina
Sergio Martin
Mamba
35
0
0
31 Oct 2024
HiPPO-KAN: Efficient KAN Model for Time Series Analysis
HiPPO-KAN: Efficient KAN Model for Time Series Analysis
SangJong Lee
Jin-Kwang Kim
JunHo Kim
TaeHan Kim
James Lee
AI4TS
28
2
0
19 Oct 2024
Toward Physics-guided Time Series Embedding
Toward Physics-guided Time Series Embedding
Jiaxi Hu
Bowen Zhang
Qingsong Wen
Fugee Tsung
Yuxuan Liang
AI4TS
AI4CE
39
3
0
09 Oct 2024
Oscillatory State-Space Models
Oscillatory State-Space Models
T. Konstantin Rusch
Daniela Rus
AI4TS
177
6
0
04 Oct 2024
Tuning Frequency Bias of State Space Models
Tuning Frequency Bias of State Space Models
Annan Yu
Dongwei Lyu
S. H. Lim
Michael W. Mahoney
N. Benjamin Erichson
47
3
0
02 Oct 2024
Towards Efficient Modelling of String Dynamics: A Comparison of State
  Space and Koopman based Deep Learning Methods
Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods
Rodrigo Diaz
Carlos De La Vega Martin
Mark Sandler
43
2
0
29 Aug 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence
  Modelling
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
Harry Jake Cunningham
Giorgio Giannone
Mingtian Zhang
M. Deisenroth
30
0
0
18 Aug 2024
Context-aware Mamba-based Reinforcement Learning for social robot
  navigation
Context-aware Mamba-based Reinforcement Learning for social robot navigation
Syed Muhammad Mustafa
Omema Rizvi
Zain Ahmed Usmani
Abdul Basit Memon
Mamba
27
1
0
05 Aug 2024
HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems
  in Context
HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context
Federico Arangath Joseph
K. Haefeli
Noah Liniger
Çağlar Gülçehre
28
2
0
12 Jul 2024
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and
  Spatial-Frequency Information Fusion
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion
Jing Zou
Lanqing Liu
Qi Chen
Shujun Wang
Zhanli Hu
Xiaohan Xing
Jing Qin
Mamba
51
2
0
27 Jun 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer
  to Mamba
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba
Yuchen Zou
Yineng Chen
Zuchao Li
Lefei Zhang
Hai Zhao
59
1
0
24 Jun 2024
Autoregressive Pretraining with Mamba in Vision
Autoregressive Pretraining with Mamba in Vision
Sucheng Ren
Xianhang Li
Haoqin Tu
Feng Wang
Fangxun Shu
...
L. Yang
Peng Wang
Heng Wang
Alan Yuille
Cihang Xie
Mamba
70
9
0
11 Jun 2024
PointABM:Integrating Bidirectional State Space Model with Multi-Head
  Self-Attention for Point Cloud Analysis
PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis
Jia-wei Chen
Yu-jie Xiong
Yong-Bin Gao
Mamba
37
1
0
10 Jun 2024
Chimera: Effectively Modeling Multivariate Time Series with
  2-Dimensional State Space Models
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models
Ali Behrouz
Michele Santacatterina
Ramin Zabih
Mamba
AI4TS
54
4
0
06 Jun 2024
Time-SSM: Simplifying and Unifying State Space Models for Time Series
  Forecasting
Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting
Jiaxi Hu
Disen Lan
Ziyu Zhou
Qingsong Wen
Keli Zhang
AI4TS
41
8
0
25 May 2024
Mamba-R: Vision Mamba ALSO Needs Registers
Mamba-R: Vision Mamba ALSO Needs Registers
Feng Wang
Jiahao Wang
Sucheng Ren
Guoyizhe Wei
Jieru Mei
Wei Shao
Yuyin Zhou
Alan Yuille
Cihang Xie
Mamba
39
21
0
23 May 2024
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
Yao Teng
Yue Wu
Han Shi
Xuefei Ning
Guohao Dai
Yu-Xiang Wang
Zhenguo Li
Xihui Liu
Mamba
53
34
0
23 May 2024
A finite-sample generalization bound for stable LPV systems
A finite-sample generalization bound for stable LPV systems
Daniel Racz
Martin Gonzalez
Mihaly Petreczky
András A. Benczúr
Balint Daroczy
34
0
0
16 May 2024
State-Free Inference of State-Space Models: The Transfer Function
  Approach
State-Free Inference of State-Space Models: The Transfer Function Approach
Rom N. Parnichkun
Stefano Massaroli
Alessandro Moro
Jimmy T.H. Smith
Ramin Hasani
...
Hajime Asama
Stefano Ermon
Taiji Suzuki
Atsushi Yamashita
Michael Poli
44
5
0
10 May 2024
From Generalization Analysis to Optimization Designs for State Space
  Models
From Generalization Analysis to Optimization Designs for State Space Models
Fusheng Liu
Qianxiao Li
35
7
0
04 May 2024
Visual Mamba: A Survey and New Outlooks
Visual Mamba: A Survey and New Outlooks
Rui Xu
Shu Yang
Yihui Wang
Yu Cai
Bo Du
Hao Chen
Mamba
44
26
0
29 Apr 2024
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of
  Human Motion
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion
Xinghan Wang
Zixi Kang
Yadong Mu
Mamba
38
7
0
17 Apr 2024
State Space Model for New-Generation Network Alternative to
  Transformers: A Survey
State Space Model for New-Generation Network Alternative to Transformers: A Survey
Tianlin Li
Shiao Wang
Yuhe Ding
Yuehang Li
Wentao Wu
...
Bowei Jiang
Chenglong Li
Yaowei Wang
Yonghong Tian
Jin Tang
Mamba
33
49
0
15 Apr 2024
Bidirectional Long-Range Parser for Sequential Data Understanding
Bidirectional Long-Range Parser for Sequential Data Understanding
George Leotescu
Daniel Voinea
A. Popa
50
1
0
08 Apr 2024
Gamba: Marry Gaussian Splatting with Mamba for single view 3D
  reconstruction
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction
Qiuhong Shen
Zike Wu
Xuanyu Yi
Pan Zhou
Hanwang Zhang
Shuicheng Yan
Xinchao Wang
3DGS
61
38
0
27 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition
Chenhongyi Yang
Zehui Chen
Miguel Espinosa
Linus Ericsson
Zhenyu Wang
Jiaming Liu
Elliot J. Crowley
Mamba
39
89
0
26 Mar 2024
User-LLM: Efficient LLM Contextualization with User Embeddings
User-LLM: Efficient LLM Contextualization with User Embeddings
Lin Ning
Luyang Liu
Jiaxing Wu
Neo Wu
D. Berlowitz
Sushant Prakash
Bradley Green
S. O’Banion
Jun Xie
57
34
0
21 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis
PointMamba: A Simple State Space Model for Point Cloud Analysis
Dingkang Liang
Xin Zhou
Wei Xu
Xingkui Zhu
Zhikang Zou
Xiaoqing Ye
Xinyu Wang
Xiang Bai
89
94
0
16 Feb 2024
Linear Transformers with Learnable Kernel Functions are Better
  In-Context Models
Linear Transformers with Learnable Kernel Functions are Better In-Context Models
Yaroslav Aksenov
Nikita Balagansky
Sofia Maria Lo Cicero Vaina
Boris Shaposhnikov
Alexey Gorbatovski
Daniil Gavrilov
KELM
41
5
0
16 Feb 2024
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural
  Networks
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks
Arjun Karuvally
T. Sejnowski
H. Siegelmann
14
3
0
15 Feb 2024
MambaByte: Token-free Selective State Space Model
MambaByte: Token-free Selective State Space Model
Junxiong Wang
Tushaar Gangavarapu
Jing Nathan Yan
Alexander M. Rush
Mamba
44
37
0
24 Jan 2024
The Rise of Diffusion Models in Time-Series Forecasting
The Rise of Diffusion Models in Time-Series Forecasting
Caspar Meijer
Lydia Y. Chen
DiffM
AI4TS
34
9
0
05 Jan 2024
Recurrent Distance Filtering for Graph Representation Learning
Recurrent Distance Filtering for Graph Representation Learning
Yuhui Ding
Antonio Orvieto
Bobby He
Thomas Hofmann
GNN
36
6
0
03 Dec 2023
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor
  Cores
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
Daniel Y. Fu
Hermann Kumbong
Eric N. D. Nguyen
Christopher Ré
VLM
43
29
0
10 Nov 2023
Recursion in Recursion: Two-Level Nested Recursion for Length
  Generalization with Scalability
Recursion in Recursion: Two-Level Nested Recursion for Length Generalization with Scalability
Jishnu Ray Chowdhury
Cornelia Caragea
37
5
0
08 Nov 2023
Robustifying State-space Models for Long Sequences via Approximate
  Diagonalization
Robustifying State-space Models for Long Sequences via Approximate Diagonalization
Annan Yu
Arnur Nigmetov
Dmitriy Morozov
Michael W. Mahoney
N. Benjamin Erichson
35
12
0
02 Oct 2023
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