Efficiently Modeling Long Sequences with Structured State Spaces

31 October 2021

Papers citing "Efficiently Modeling Long Sequences with Structured State Spaces"

50 / 1,145 papers shown

Title
Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification Bernardin Ligan Khalide Jbilou Fahd Kalloubi Ahmed Ratnani 17 0 0 21 May 2025
Selective Structured State Space for Multispectral-fused Small Target Detection Qianqian Zhang WeiJun Wang Yunxing Liu Li Zhou Hao Zhao Junshe An Zihan Wang Mamba 24 0 0 20 May 2025
Scaling Vision Mamba Across Resolutions via Fractal Traversal Bo Li Haoke Xiao Lv Tang Mamba 27 0 0 20 May 2025
Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data Flavio Di Martino Franca Delmastro 12 0 0 20 May 2025
ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibility Data Yifeng Jiao Yuchen Liu Yu Zhang Xin Guo Yushuai Wu ... Hongwei Zhang Limei Han Xin Gao Yuan Qi Yuan Cheng 12 0 0 19 May 2025
Panda: A pretrained forecast model for universal representation of chaotic dynamics Jeffrey Lai Anthony Bao William Gilpin AI4TS AI4CE 17 0 0 19 May 2025
SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs Le Cheng Peican Zhu Yangming Guo Chao Gao Zhen Wang Keke Tang Mamba 28 0 0 19 May 2025
Mamba-Adaptor: State Space Model Adaptor for Visual Recognition Fei Xie Jiahao Nie Yujin Tang W. Zhang Hongshen Zhao Mamba 18 0 0 19 May 2025
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking Zihan Su Xuerui Qiu Hongbin Xu Tangyu Jiang Junhao Zhuang Chun Yuan Ming Li Shengfeng He Fei Richard Yu WIGM 31 0 0 19 May 2025
MTIL: Encoding Full History with Mamba for Temporal Imitation Learning Yulin Zhou Yuankai Lin Fanzhe Peng Jiahui Chen Zhuang Zhou Kaiji Huang Hua Yang Zhouping Yin Mamba 19 0 0 18 May 2025
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation Hancan Zhu Jinhao Chen Guanghua He Mamba 39 0 0 17 May 2025
Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition Runduo Han Xiuping Liu Shangxuan Yi Yi Zhang Hongchen Tan 27 0 0 17 May 2025
Learning to Dissipate Energy in Oscillatory State-Space Models Jared Boyer T. Konstantin Rusch Daniela Rus 24 0 0 17 May 2025
Top-Down Compression: Revisit Efficient Vision Token Projection for Visual Instruction Tuning Bonan li Zicheng Zhang Songhua Liu Weihao Yu Xinchao Wang VLM 24 0 0 17 May 2025
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Xi Han Jingwei Zhang Dimitris Samaras Fei Hou Hong Qin AI4CE 12 0 0 17 May 2025
A Set-Sequence Model for Time Series Elliot L. Epstein Apaar Sadhwani Kay Giesecke AI4TS BDL 27 0 0 16 May 2025
Bi-directional Recurrence Improves Transformer in Partially Observable Markov Decision Processes Ashok Arora Neetesh Kumar 36 0 0 16 May 2025
SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Huashan Sun Shengyi Liao Yansen Han Yu Bai Yang Gao ... Weizhou Shen Fanqi Wan Ming Yan J.N. Zhang Fei Huang 30 0 0 16 May 2025
Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud Classification Bin Liu Changbo Wang Xuelian Liu Guan Xi Ge Zhang Ziteng Yao Mengxue Dong Mamba 24 0 0 16 May 2025
MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction Hao Yang Tao Tan Shuai Tan Weiqin Yang Kunyan Cai Chong Chen Yue Sun Mamba AI4CE 33 0 0 15 May 2025
Block-Biased Mamba for Long-Range Sequence Processing Annan Yu N. Benjamin Erichson Mamba 52 0 0 13 May 2025
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update Bizhan Alipour Pijan Serdar Bozdag 38 0 0 13 May 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain Hyowon Wi Jeongwhan Choi Noseong Park 38 0 0 13 May 2025
Resource-Efficient Language Models: Quantization for Fast and Accessible Inference Tollef Emil Jørgensen MQ 59 0 0 13 May 2025
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments Ibne Farabi Shihab Sanjeda Akter Anuj Sharma Mamba 54 0 0 13 May 2025
Overflow Prevention Enhances Long-Context Recurrent LLMs Assaf Ben-Kish Itamar Zimerman M. Jehanzeb Mirza James R. Glass Leonid Karlinsky Raja Giryes LRM 37 0 0 12 May 2025
LongCodeBench: Evaluating Coding LLMs at 1M Context Windows Stefano Rando Luca Romani Alessio Sampieri Yuta Kyuragi Luca Franco Fabio Galasso Tatsunori Hashimoto John Yang LLMAG 57 0 0 12 May 2025
Turbo-ICL: In-Context Learning-Based Turbo Equalization Zihang Song Matteo Zecchin Bipin Rajendran Osvaldo Simeone 44 0 0 09 May 2025
IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction Yifan Zhou Yibo Wang Chao Shang AI4TS 54 0 0 09 May 2025
PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model Zhang Zhang Chao Sun Chao Yue Da Wen Tianze Wang Jianghao Leng Mamba 54 0 0 08 May 2025
Denoising Diffusion Probabilistic Models for Coastal Inundation Forecasting Kazi Ashik Islam Zakaria Mehrab Mahantesh Halappanavar H. Mortveit Sridhar Katragadda Jon Derek Loftis Madhav V. Marathe DiffM AI4CE 49 0 0 08 May 2025
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing Jie Sun Heng Liu Yongzhen Wang Xiao-Ping Zhang Mingqiang Wei Mamba 38 0 0 07 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Zizhuo Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 240 0 0 06 May 2025
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao Wenyuan Xu Shibiao Xu ViT 244 0 0 06 May 2025
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor Wei-Ting Chen Yu-Jiet Vong Yi-Tsung Lee Sy-Yen Kuo Qiang Gao Sizhuo Ma Jian Wang 259 0 0 06 May 2025
Small Clips, Big Gains: Learning Long-Range Refocused Temporal Information for Video Super-Resolution Xingyu Zhou Wei Long Jingbo Lu Shiyin Jiang Weiyi You Haifeng Wu Shuhang Gu 48 0 0 04 May 2025
CodeSSM: Towards State Space Models for Code Understanding Shweta Verma Abhinav Anand Mira Mezini Mamba 51 0 0 02 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 68 0 0 02 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 108 1 0 01 May 2025
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 87 0 0 01 May 2025
MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification Yichu Xu Di Wang Hongzan Jiao Li Zhang Lefei Zhang Mamba 85 0 0 29 Apr 2025
GPA-RAM: Grasp-Pretraining Augmented Robotic Attention Mamba for Spatial Task Learning Juyi Sheng Yangjun Liu Sheng Xu Zhixin Yang Mengyuan Liu 59 0 0 28 Apr 2025
Adaptive Dual-domain Learning for Underwater Image Enhancement Lingtao Peng Liheng Bian 32 0 0 27 Apr 2025
S3MOT: Monocular 3D Object Tracking with Selective State Space Model Zhuohao Yan Shaoquan Feng Xingxing Li Yuxuan Zhou Chunxi Xia Shengyu Li VOT 83 0 0 25 Apr 2025
SSD-Poser: Avatar Pose Estimation with State Space Duality from Sparse Observations Shuting Zhao Linxin Bai Liangjing Shao Ye Zhang Xinrong Chen 36 0 0 25 Apr 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 250 0 0 24 Apr 2025
StereoMamba: Real-time and Robust Intraoperative Stereo Disparity Estimation via Long-range Spatial Dependencies Xiang Wang Jialang Xu Shanghang Zhang Baoru Huang Danail Stoyanov E. Mazomenos Mamba 49 0 0 24 Apr 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Zihan Cheng Jintao Guo Junxuan Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 55 0 0 24 Apr 2025
An Empirical Study on Prompt Compression for Large Language Models Zhenru Zhang Jinyi Li Yihuai Lan Xinze Wang Hao Wang MQ 59 0 0 24 Apr 2025
Observability conditions for neural state-space models with eigenvalues and their roots of unity Andrew Gracyk 230 0 0 22 Apr 2025