HiPPO: Recurrent Memory with Optimal Polynomial Projections

17 August 2020

Papers citing "HiPPO: Recurrent Memory with Optimal Polynomial Projections"

50 / 326 papers shown

Title
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models Qingqiao Hu Daoan Zhang Jiebo Luo Zhenyu Gong Benedikt Wiestler Jianguo Zhang Hongwei Bran Li 34 0 0 12 Sep 2024
Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models Sekitoshi Kanai Yasutoshi Ida Kazuki Adachi Mihiro Uchida Tsukasa Yoshida Shin'ya Yamaguchi 20 1 0 29 Aug 2024
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models Shuaijie Shen Chao Wang Renzhuo Huang Yan Zhong Qinghai Guo Zhichao Lu Jianguo Zhang Luziwei Leng 48 8 0 27 Aug 2024
DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis A. Lawan Juhua Pu Haruna Yunusa Muhammad Lawan Aliyu Umar Adamu Sani Yahya Mahmoud Basi Mamba 44 0 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 34 3 0 26 Aug 2024
Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis Yuxiang Wei A. Abrol Reihaneh Hassanzadeh Mamba 42 1 0 23 Aug 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling Harry Jake Cunningham Giorgio Giannone Mingtian Zhang M. Deisenroth 30 0 0 18 Aug 2024
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model Changcheng Xiao Qiong Cao Zhigang Luo L. Lan Mamba 26 10 0 17 Aug 2024
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT Jamie Deng Yusen Wu Yelena Yesha Phuong Nguyen 21 0 0 16 Aug 2024
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs Dongyuan Li Shiyin Tan Ying Zhang Ming Jin Shirui Pan Manabu Okumura Renhe Jiang Mamba 34 3 0 13 Aug 2024
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
MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection Youjia Fu Zihao Xu Junsong Fu Huixia Xue Shuqiu Tan Lei Li Mamba 47 0 0 01 Aug 2024
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network Yinlong Xu Xiaoqiang Liu Zitai Kong YiXuan Wu Yue Wang Yingzhou Lu Hong-Yan Gao Jian Wu Hongxia Xu Mamba 40 6 0 30 Jul 2024
Long Range Switching Time Series Prediction via State Space Model Jiaming Zhang Yang Ding Yunfeng Gao 37 0 0 27 Jul 2024
VSSD: Vision Mamba with Non-Causal State Space Duality Yuheng Shi Minjing Dong Mingjia Li Chang Xu Mamba 33 5 0 26 Jul 2024
MxT: Mamba x Transformer for Image Inpainting Shuang Chen Amir Atapour-Abarghouei Haozheng Zhang Hubert P. H. Shum Mamba 40 2 0 23 Jul 2024
FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting Shusen Ma Yu Kang Peng Bai Yunan Zhao Mamba AI4TS 30 3 0 20 Jul 2024
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation Jian Sun Yuqi Dai Chi-Man Vong Qing Xu Shengbo Eben Li Jianqiang Wang Lei He Keqiang Li 40 1 0 18 Jul 2024
Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent Mechanism Sangyoun Lee Juho Jung Changdae Oh Sunghee Yun 50 0 0 18 Jul 2024
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models Alessandro Pierro Steven Abreu MQ Mamba 45 6 0 17 Jul 2024
SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation Sergey Skorik A. Avetisyan DiffM MedIm 46 0 0 15 Jul 2024
An Empirical Study of Mamba-based Pedestrian Attribute Recognition Tianlin Li Weizhe Kong Jiandong Jin Shiao Wang Ruichong Gao Qingchuan Ma Chenglong Li Jin Tang Mamba 39 5 0 15 Jul 2024
HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context Federico Arangath Joseph K. Haefeli Noah Liniger Çağlar Gülçehre 25 2 0 12 Jul 2024
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification Aitao Yang Min Li Yao Ding Leyuan Fang Yaoming Cai Yujie He 60 8 0 11 Jul 2024
How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on Long-Context Abilities Jerry Huang 57 7 0 11 Jul 2024
RotRNN: Modelling Long Sequences with Rotations Rares Dolga Kai Biegun Jake Cunningham David Barber 42 2 0 09 Jul 2024
How Effective are State Space Models for Machine Translation? Hugo Pitorro Pavlo Vasylenko Marcos Vinícius Treviso André F. T. Martins Mamba 45 3 0 07 Jul 2024
Mamba Hawkes Process Anningzhe Gao Shan Dai Yan Hu Mamba 31 1 0 07 Jul 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling Hiroshi Sato Takafumi Moriya Masato Mimura Shota Horiguchi Tsubasa Ochiai Takanori Ashihara Atsushi Ando Kentaro Shinayama Marc Delcroix 43 1 0 01 Jul 2024
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
From Pixels to Torques with Linear Feedback Jeong Hun Lee Sam Schoedel Aditya Bhardwaj Zachary Manchester 39 0 0 26 Jun 2024
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba Yuchen Zou Yineng Chen Zuchao Li Lefei Zhang Hai Zhao 57 1 0 24 Jun 2024
Scaling Laws for Linear Complexity Language Models Xuyang Shen Dong Li Ruitao Leng Zhen Qin Weigao Sun Yiran Zhong LRM 33 6 0 24 Jun 2024
Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces Zhaohui Chen Elyas Asadi Shamsabadi Sheng Jiang Luming Shen Daniel Dias-da-Costa Mamba 39 3 0 24 Jun 2024
Slot State Space Models Jindong Jiang Fei Deng Gautam Singh Minseung Lee Sungjin Ahn 47 4 0 18 Jun 2024
Delay Embedding Theory of Neural Sequence Models Mitchell Ostrow Adam J. Eisen Ila Fiete AI4TS 37 2 0 17 Jun 2024
Q-S5: Towards Quantized State Space Models Steven Abreu Jens Egholm Pedersen Kade Heckel Alessandro Pierro MQ 40 7 0 13 Jun 2024
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences Zicheng Liu Siyuan Li Li Wang Zedong Wang Yunfan Liu Stan Z. Li 35 7 0 12 Jun 2024
What Can We Learn from State Space Models for Machine Learning on Graphs? Yinan Huang Siqi Miao Pan Li 47 7 0 09 Jun 2024
Exploring Adversarial Robustness of Deep State Space Models Biqing Qi Yang Luo Junqi Gao Pengfei Li Kai Tian Zhiyuan Ma Bowen Zhou AAML 55 1 0 08 Jun 2024
LoCoCo: Dropping In Convolutions for Long Context Compression Ruisi Cai Yuandong Tian Zhangyang Wang Beidi Chen 49 10 0 08 Jun 2024
A Tensor Decomposition Perspective on Second-order RNNs M. Lizaire Michael Rizvi-Martel Marawan Gamal Abdel Hameed Guillaume Rabusseau 55 0 0 07 Jun 2024
MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation Ionuţ Grigore Călin-Adrian Popa Mamba MDE 49 1 0 06 Jun 2024
Learning 1D Causal Visual Representation with De-focus Attention Networks Chenxin Tao Xizhou Zhu Shiqian Su Lewei Lu Changyao Tian ... Gao Huang Hongsheng Li Ping Luo Jie Zhou Jifeng Dai 70 1 0 06 Jun 2024
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
GrootVL: Tree Topology is All You Need in State Space Model Yicheng Xiao Lin Song Shaoli Huang Jiangshan Wang Siyu Song Yixiao Ge Xiu Li Ying Shan Mamba 47 11 0 04 Jun 2024
EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation Yuda Wang Xuxin He Shengxin Zhu Mamba 44 8 0 04 Jun 2024
LongSSM: On the Length Extension of State-space Models in Language Modelling Shida Wang 43 0 0 04 Jun 2024
Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning Jiahang Cao Qiang Zhang Ziqing Wang Jiaxu Wang Hao Cheng Yecheng Shao Wen Zhao Gang Han Yijie Guo Renjing Xu Mamba 59 2 0 04 Jun 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models Aleksandar Petrov Tom A. Lamb Alasdair Paren Philip Torr Adel Bibi LRM 32 0 0 03 Jun 2024