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A Survey of Mamba

2 August 2024

Papers citing "A Survey of Mamba"

50 / 54 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 Xuelong Li Guangliang Cheng Mamba 255 0 0 01 May 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 115 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 167 9 0 17 Jan 2025
SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction Bohao Xu Yingzhou Lu Chenhao Li Ling Yue Xiao Wang Nan Hao Tianfan Fu Jim Chen Mamba 30 10 0 11 Aug 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 126 69 0 10 Jul 2024
SUM: Saliency Unification through Mamba for Visual Attention Modeling Alireza Hosseini Amirhossein Kazerouni Saeed Akhavan Michael Brudno Babak Taati Mamba 67 7 0 25 Jun 2024
Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning Ruisheng Gao Zeyu Xiao Zhiwei Xiong Mamba 37 7 0 23 Jun 2024
MaIL: Improving Imitation Learning with Mamba Xiaogang Jia Qian Wang Atalay Donat Bowen Xing Ge Li Hongyi Zhou Onur Celik Denis Blessing Rudolf Lioutikov Gerhard Neumann Mamba 73 10 0 12 Jun 2024
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 250 11 0 11 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 149 67 0 11 Jun 2024
EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation Yuda Wang Xuxin He Shengxin Zhu Mamba 95 9 0 04 Jun 2024
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality Tri Dao Albert Gu Mamba 108 513 0 31 May 2024
Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model Yang Cao Wei Zhang Mamba 77 5 0 26 May 2024
Mamba-R: Vision Mamba ALSO Needs Registers Feng Wang Jiahao Wang Sucheng Ren Guoyizhe Wei J. Mei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie Mamba 65 23 0 23 May 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 95 29 0 23 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 134 52 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 107 45 0 15 Apr 2024
Fusion-Mamba for Cross-modality Object Detection Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang Mamba 88 30 0 14 Apr 2024
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction Ying Chen Jiajing Xie Yuxiang Lin Yuhang Song Wenxian Yang Rongshan Yu Mamba 104 6 0 11 Apr 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 87 32 0 29 Mar 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation Xilin Jiang Cong Han N. Mesgarani Mamba 95 48 0 27 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 87 95 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 83 8 0 26 Mar 2024
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference Han Zhao Min Zhang Wei Zhao Pengxiang Ding Siteng Huang Donglin Wang Mamba 101 74 0 21 Mar 2024
TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting Md Atik Ahamed Qiang Cheng Mamba AI4TS 106 51 0 14 Mar 2024
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference Piotr Nawrot Adrian Lañcucki Marcin Chochowski David Tarjan Edoardo Ponti 84 54 0 14 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei Wang Chao Qian Chang Xu Mamba 84 149 0 14 Mar 2024
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Y. Shen Yu Yao Mamba 97 7 0 13 Mar 2024
Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM Zeyu Zhang Akide Liu Ian Reid Richard Hartley Bohan Zhuang Hao Tang Mamba 90 70 0 12 Mar 2024
World Models for Autonomous Driving: An Initial Survey Yanchen Guan Haicheng Liao Zhenning Li Jia Hu Runze Yuan Yunjian Li Guohui Zhang Chengzhong Xu 130 40 0 05 Mar 2024
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling Yair Schiff Chia-Hsiang Kao Aaron Gokaslan Tri Dao Albert Gu Volodymyr Kuleshov Mamba 62 94 0 05 Mar 2024
P-Mamba: Marrying Perona Malik Diffusion with Mamba for Efficient Pediatric Echocardiographic Left Ventricular Segmentation Zi Ye Tianxiang Chen Fangyijie Wang Hanwei Zhang Lijun Zhang Mamba 112 21 0 13 Feb 2024
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks Jongho Park Jaeseung Park Zheyang Xiong Nayoung Lee Jaewoong Cho Samet Oymak Kangwook Lee Dimitris Papailiopoulos 88 73 0 06 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 92 10 0 31 Jan 2024
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 133 338 0 05 Jul 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,359 0 15 Mar 2023
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks Sudipta Kar Giuseppe Castellucci Simone Filice S. Malmasi Oleg Rokhlenko CLL KELM 88 8 0 22 Feb 2023
Hyena Hierarchy: Towards Larger Convolutional Language Models Michael Poli Stefano Massaroli Eric Q. Nguyen Daniel Y. Fu Tri Dao S. Baccus Yoshua Bengio Stefano Ermon Christopher Ré VLM 101 299 0 21 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 104 103 0 08 Sep 2022
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 136 675 0 29 Nov 2021
SOFT: Softmax-free Transformer with Linear Complexity Jiachen Lu Jinghan Yao Junge Zhang Martin Danelljan Hang Xu Weiguo Gao Chunjing Xu Thomas B. Schon Li Zhang 65 166 0 22 Oct 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 299 1,042 0 09 Oct 2021
Graph Trend Filtering Networks for Recommendations Wenqi Fan Xiaorui Liu Wei Jin Xiangyu Zhao Jiliang Tang Qing Li 116 106 0 12 Aug 2021
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers Rabeeh Karimi Mahabadi James Henderson Sebastian Ruder MoE 111 486 0 08 Jun 2021
Motion Representations for Articulated Animation Aliaksandr Siarohin Oliver J. Woodford Jian Ren Menglei Chai Sergey Tulyakov OCL 167 269 0 22 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 222 2,150 0 29 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 387 6,768 0 23 Dec 2020
SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks Kexin Huang C. Xiao Lucas Glass Marinka Zitnik Jimeng Sun GNN 59 121 0 30 Apr 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 96 1,676 0 27 Dec 2019
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun 90 1,109 0 07 Sep 2019