A Survey of Mamba

2 August 2024

Papers citing "A Survey of Mamba"

25 / 25 papers shown

Title
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 X. Li Guangliang Cheng Mamba 72 0 0 01 May 2025
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 37 0 0 22 Mar 2025
Sentient: Multi-Scenario Behavioral Intent Analysis for Advanced Persistent Threat Detection Wenhao Yan Ning An Wei Qiao Weiheng Wu Bo-Sian Jiang Yuling Liu Zhigang Lu JunRong Liu 57 0 0 10 Feb 2025
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation Haohao Qu Yifeng Zhang Liangbo Ning Wenqi Fan Qing Li Mamba 81 5 0 17 Jan 2025
RotRNN: Modelling Long Sequences with Rotations Rares Dolga Kai Biegun Jake Cunningham David Barber 26 2 0 09 Jul 2024
What Can We Learn from State Space Models for Machine Learning on Graphs? Yinan Huang Siqi Miao Pan Li 31 7 0 09 Jun 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 31 16 0 17 Apr 2024
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion Xinghan Wang Zixi Kang Yadong Mu Mamba 28 6 0 17 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 26 12 0 15 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 34 39 0 15 Apr 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 32 19 0 12 Apr 2024
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation Zifu Wan Yuhao Wang Silong Yong Pingping Zhang Simon Stepputtis Katia P. Sycara Yaqi Xie Mamba 42 11 0 05 Apr 2024
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding Wenrui Li Xiaopeng Hong Ruiqin Xiong Xiaopeng Fan Mamba 41 17 0 01 Apr 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 31 51 0 18 Mar 2024
TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting Md. Atik Ahamed Qiang Cheng Mamba AI4TS 51 23 0 14 Mar 2024
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling Raunaq M. Bhirangi Chenyu Wang Venkatesh Pattabiraman Carmel Majidi Abhinav Gupta Tess Hellebrekers Lerrel Pinto 42 8 0 15 Feb 2024
LOCOST: State-Space Models for Long Document Abstractive Summarization Florian Le Bronnec Song Duong Mathieu Ravaut Alexandre Allauzen Nancy F. Chen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari 29 6 0 31 Jan 2024
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks Sudipta Kar Giuseppe Castellucci Simone Filice S. Malmasi Oleg Rokhlenko CLL KELM 44 3 0 22 Feb 2023
TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation Zhong-Qiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 42 95 0 08 Sep 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 60 120 0 03 Jul 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Graph Trend Filtering Networks for Recommendations Wenqi Fan Xiaorui Liu Wei Jin Xiangyu Zhao Jiliang Tang Qing Li 60 99 0 12 Aug 2021
Motion Representations for Articulated Animation Aliaksandr Siarohin Oliver J. Woodford Jian Ren Menglei Chai Sergey Tulyakov OCL 100 252 0 22 Apr 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 159 3,799 0 14 Dec 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 226 74,467 0 18 May 2015