Mamba: Linear-Time Sequence Modeling with Selective State Spaces

1 December 2023

Papers citing "Mamba: Linear-Time Sequence Modeling with Selective State Spaces"

50 / 279 papers shown

Title
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 122 1 0 17 Feb 2025
From Markov to Laplace: How Mamba In-Context Learns Markov Chains Marco Bondaschi Nived Rajaraman Xiuying Wei Kannan Ramchandran Razvan Pascanu Çağlar Gülçehre Michael C. Gastpar Ashok Vardhan Makkuva 111 0 0 17 Feb 2025
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs Yuxiang Huang Mingye Li Xu Han Chaojun Xiao Weilin Zhao Sun Ao Hao Zhou Jie Zhou Zhiyuan Liu Maosong Sun 64 0 0 17 Feb 2025
RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer Shilong Yang Qi Zang Chulong Zhang Lingfeng Huang Yaoqin Xie Mamba 142 1 0 16 Feb 2025
DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities Xiangyu Lu Wang Xu Haoyu Wang Hongyun Zhou Haiyan Zhao Conghui Zhu Tiejun Zhao M. Yang Mamba AuLLM 80 0 0 16 Feb 2025
Improving Similar Case Retrieval Ranking Performance By Revisiting RankSVM Yuqi Liu Yan Zheng AILaw 127 0 0 16 Feb 2025
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning Alvaro Arroyo Alessio Gravina Benjamin Gutteridge Federico Barbero Claudio Gallicchio Xiaowen Dong Michael M. Bronstein P. Vandergheynst 90 8 0 15 Feb 2025
SS4Rec: Continuous-Time Sequential Recommendation with State Space Models Wei Xiao Huiying Wang Qifeng Zhou 134 0 0 12 Feb 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 93 0 0 10 Feb 2025
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation? Abhishek Srivastava Koushik Biswas Gorkem Durak Gulsah Ozden Mustafa Adli Ulas Bagci Mamba 3DV 76 0 0 10 Feb 2025
Linear Attention Modeling for Learned Image Compression Donghui Feng Zhengxue Cheng Shen Wang Ronghua Wu Hongwei Hu Guo Lu Li Song 270 1 0 09 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education Yanhao Jia Xinyi Wu Hao Li Qinglin Zhang Yuxiao Hu Shuai Zhao Wenqi Fan 106 3 0 09 Feb 2025
Explaining Context Length Scaling and Bounds for Language Models Jingzhe Shi Qinwei Ma Hongyi Liu Hang Zhao Jeng-Neng Hwang Lei Li LRM 169 3 0 03 Feb 2025
Generalization Error Analysis for Selective State-Space Models Through the Lens of Attention Arya Honarpisheh Mustafa Bozdag Octavia Camps Mario Sznaier Mamba 105 1 0 03 Feb 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages A. Vats Rahul Raja Mrinal Mathur Vinija Jain Aman Chadha 119 1 0 01 Feb 2025
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models J. P. Muñoz Jinjie Yuan Nilesh Jain Mamba 99 1 0 28 Jan 2025
A Deep State Space Model for Rainfall-Runoff Simulations Yihan Wang Lujun Zhang Annan Yu N. Benjamin Erichson Tiantian Yang 78 1 0 28 Jan 2025
State-space models are accurate and efficient neural operators for dynamical systems Zheyuan Hu Nazanin Ahmadi Daryakenari Qianli Shen Kenji Kawaguchi George Karniadakis Mamba AI4CE 124 16 0 28 Jan 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space Xin He Yansen Wang Wenqi Fan Xu Shen Xin Juan Rui Miao Xin Wang 132 1 0 26 Jan 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 89 1 0 25 Jan 2025
LongReason: A Synthetic Long-Context Reasoning Benchmark via Context Expansion Zhan Ling Kang Liu Kai Yan Yue Yang Weijian Lin Ting-Han Fan Lingfeng Shen Zhengyin Du Jiecao Chen ReLM ELM LRM 66 4 0 25 Jan 2025
ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Qiuhao Zeng Jerry Huang Peng Lu Gezheng Xu Boxing Chen Charles Ling Boyu Wang 112 2 0 24 Jan 2025
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models Thibaut Thonet Jos Rozen Laurent Besacier RALM 178 2 0 20 Jan 2025
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation Haohao Qu Yifeng Zhang Liangbo Ning Wenqi Fan Qing Li Mamba 147 7 0 17 Jan 2025
Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models Riccardo Simionato Stefano Fasciani 92 1 0 17 Jan 2025
Towards Scalable and Stable Parallelization of Nonlinear RNNs Xavier Gonzalez Andrew Warrington Jimmy T.H. Smith Scott W. Linderman 157 10 0 17 Jan 2025
Mamba-MOC: A Multicategory Remote Object Counting via State Space Model Peng Liu Sen Lei Heng-Chao Li Mamba 68 1 0 12 Jan 2025
Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba Wall Kim Mamba 88 0 0 10 Jan 2025
MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Mamba 93 3 0 10 Jan 2025
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Yapeng Li Yong Luo Lefei Zhang Zengmao Wang Bo Du Mamba 68 63 0 10 Jan 2025
Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers Tobias Leemann Alina Fastowski Felix Pfeiffer Gjergji Kasneci 104 5 0 10 Jan 2025
H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving Tian Jin Yuxiao Luo Yue Ma Yu Qiao Yali Wang Mamba 89 1 0 08 Jan 2025
A Separable Self-attention Inspired by the State Space Model for Computer Vision Juntao Zhang Shaogeng Liu Kun Bian You Zhou Pei Zhang Jianning Liu Jun Zhou Bingyan Liu Mamba 86 0 0 03 Jan 2025
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han Jiawei Han Mamba 109 1 0 03 Jan 2025
A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models Jingjing Xu Caesar Wu Yuan-Fang Li Grégoire Danoy Pascal Bouvry TPM AI4TS 66 0 0 03 Jan 2025
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation Shun Zou Zhuo Zhang Guangwei Gao Mamba 155 1 0 03 Jan 2025
DiC: Rethinking Conv3x3 Designs in Diffusion Models Yuchuan Tian Jing Han Chengcheng Wang Yuchen Liang Chao Xu Hanting Chen DiffM 92 2 0 03 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 87 24 0 31 Dec 2024
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 208 666 0 31 Dec 2024
PTQ4VM: Post-Training Quantization for Visual Mamba Younghyun Cho Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 81 2 0 29 Dec 2024
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights Jingjing Hu D. Guo Zhan Si Deguang Liu Yunfeng Diao Jing Zhang Jinxing Zhou Meng Wang Mamba 137 1 0 21 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 135 1 0 17 Dec 2024
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models Elvis Nunez Luca Zancato Benjamin Bowman Aditya Golatkar Wei Xia Stefano Soatto 139 3 0 17 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 206 1 0 16 Dec 2024
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity Hongjie Wang Chih-Yao Ma Yen-Cheng Liu Ji Hou Tao Xu ... Peizhao Zhang Tingbo Hou Peter Vajda N. Jha Xiaoliang Dai LMTD VGen VLM DiffM 129 6 0 13 Dec 2024
HandOS: 3D Hand Reconstruction in One Stage Xingyu Chen Zhuheng Song Xiaoke Jiang Yaoqing Hu Junzhi Yu Lei Zhang 3DH HAI 127 0 0 02 Dec 2024
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich Tomer Ronen Talor Abramovich Nir Ailon Nave Assaf ... Ido Shahaf Oren Tropp Omer Ullman Argov Ran Zilberstein Ran El-Yaniv 141 3 0 28 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 187 0 0 27 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 137 2 0 26 Nov 2024
MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking Chunhui Zhang Li Liu Hao Wen Xi Zhou Yijiao Wang Mamba 128 2 0 24 Nov 2024