HiPPO: Recurrent Memory with Optimal Polynomial Projections

17 August 2020

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

50 / 326 papers shown

Title
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 62 17 0 03 Jun 2024
State Space Models on Temporal Graphs: A First-Principles Study Jintang Li Ruofan Wu Xinzhou Jin Boqun Ma Liang Chen Zibin Zheng 71 4 0 03 Jun 2024
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion Haolong Ma Hui Li Chunyang Cheng Gaoang Wang Xiaoning Song Xiao-Jun Wu 60 1 0 31 May 2024
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha Naiqi Li Yanzi Wang Tao Dai Hang Guo Bin Chen Zhi Wang Zhihao Ouyang Shu-Tao Xia Mamba 42 8 0 27 May 2024
Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows Shuhao Cao Francesco Brarda Ruipeng Li Yuanzhe Xi 44 1 0 27 May 2024
Zamba: A Compact 7B SSM Hybrid Model Paolo Glorioso Quentin G. Anthony Yury Tokpanov James Whittington Jonathan Pilault Adam Ibrahim Beren Millidge 30 45 0 26 May 2024
Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting Jiaxi Hu Disen Lan Ziyu Zhou Qingsong Wen Keli Zhang AI4TS 39 8 0 25 May 2024
Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks Jerome Sieber Carmen Amo Alonso A. Didier Melanie Zeilinger Antonio Orvieto AAML 50 8 0 24 May 2024
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
Scalable Visual State Space Model with Fractal Scanning Lv Tang Haoke Xiao Peng-Tao Jiang Hao Zhang Jinwei Chen Bo-wen Li Mamba 48 7 0 23 May 2024
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators Changze Lv Dongqi Han Yansen Wang Xiaoqing Zheng Xuanjing Huang Dongsheng Li 32 0 0 23 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 49 3 0 23 May 2024
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model Yuheng Shi Minjing Dong Chang Xu Mamba 48 32 0 23 May 2024
Mamba in Speech: Towards an Alternative to Self-Attention Xiangyu Zhang Qiquan Zhang Hexin Liu Tianyi Xiao Xinyuan Qian Beena Ahmed E. Ambikairajah Haizhou Li Julien Epps Mamba 54 37 0 21 May 2024
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal Polynomials Yan Ru Pei Olivier Coenen 37 3 0 20 May 2024
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study Qinfeng Zhu Yuan-Sheng Fang Yuanzhi Cai Cheng Chen Lei Fan Mamba 38 16 0 14 May 2024
Memory Mosaics Jianyu Zhang Niklas Nolte Ranajoy Sadhukhan Beidi Chen Léon Bottou VLM 73 3 0 10 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 41 27 0 07 May 2024
Matten: Video Generation with Mamba-Attention Yu Gao Jiancheng Huang Xiaopeng Sun Zequn Jie Yujie Zhong Lin Ma 72 12 0 05 May 2024
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space Hui Ma Sen Lei Turgay Celik Heng-Chao Li Mamba 35 10 0 03 May 2024
Covariant spatio-temporal receptive fields for spiking neural networks Jens Egholm Pedersen Jorg Conradt Tony Lindeberg 32 0 0 01 May 2024
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation Weiquan Huang Yifei Shen Yifan Yang Mamba 41 4 0 30 Apr 2024
Visual Mamba: A Survey and New Outlooks Rui Xu Shu Yang Yihui Wang Yu Cai Bo Du Hao Chen Mamba 42 26 0 29 Apr 2024
Mamba-FETrack: Frame-Event Tracking via State Space Model Ju Huang Shiao Wang Shuai Wang Zhe Wu Tianlin Li Bowei Jiang Mamba 47 14 0 28 Apr 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 43 2 0 26 Apr 2024
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges Badri N. Patro Vijay Srinivas Agneeswaran Mamba 46 38 0 24 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 83 0 22 Apr 2024
ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction Zhiqi Shao Michael G. H. Bell Ze Wang D. Geers Haoning Xi Junbin Gao Mamba 40 2 0 20 Apr 2024
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images Ali Nasiri-Sarvi Vincent Quoc-Huy Trinh Hassan Rivaz Mahdi S. Hosseini 41 6 0 20 Apr 2024
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion Xinghan Wang Zixi Kang Yadong Mu Mamba 36 7 0 17 Apr 2024
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory Zicheng Liu Li Wang Siyuan Li Zedong Wang Haitao Lin Stan Z. Li VLM 27 4 0 17 Apr 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 34 4 0 16 Apr 2024
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
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion Yixuan Li Weidong Yang Ben Fei 30 9 0 10 Apr 2024
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence Bo Peng Daniel Goldstein Quentin G. Anthony Alon Albalak Eric Alcaide ... Bingchen Zhao Qihang Zhao Peng Zhou Jian Zhu Ruijie Zhu 51 73 0 08 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 40 24 0 06 Apr 2024
RS-Mamba for Large Remote Sensing Image Dense Prediction Sijie Zhao Hao Chen Xue-liang Zhang Pengfeng Xiao Lei Bai Wanli Ouyang Mamba 40 83 0 03 Apr 2024
Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces Toshihiro Ota Mamba 41 16 0 29 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 50 31 0 29 Mar 2024
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers Zhichao Xu 35 12 0 27 Mar 2024
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis Badri N. Patro Suhas Ranganath Vinay P. Namboodiri Vijay Srinivas Agneeswaran 43 2 0 26 Mar 2024
ReMamber: Referring Image Segmentation with Mamba Twister Yu-Hao Yang Chaofan Ma Jiangchao Yao Zhun Zhong Ya Zhang Yanfeng Wang Mamba 58 20 0 26 Mar 2024
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model Jiqun Chu Zuoquan Lin AI4TS 35 2 0 26 Mar 2024
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 58 8 0 26 Mar 2024
State Space Models as Foundation Models: A Control Theoretic Overview Carmen Amo Alonso Jerome Sieber Melanie Zeilinger AI4CE Mamba 41 13 0 25 Mar 2024
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting Yujin Tang Peijie Dong Zhenheng Tang Xiaowen Chu Junwei Liang Mamba 68 20 0 25 Mar 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection Mohammad Mahmudul Alam Edward Raff Stella Biderman Tim Oates James Holt AAML 38 3 0 23 Mar 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 59 50 0 22 Mar 2024
VL-Mamba: Exploring State Space Models for Multimodal Learning Yanyuan Qiao Zheng Yu Longteng Guo Sihan Chen Zijia Zhao Mingzhen Sun Qi Wu Jing Liu Mamba 43 65 0 20 Mar 2024
Is Mamba Effective for Time Series Forecasting? Zihan Wang Fanheng Kong Shi Feng Ming Wang Xiaocui Yang Han Zhao Daling Wang Yifei Zhang Mamba AI4TS 32 56 0 17 Mar 2024