Efficiently Modeling Long Sequences with Structured State Spaces

31 October 2021

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

50 / 1,125 papers shown

Title
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 C. L. P. Chen Yue Sun Mamba AI4CE 16 0 0 15 May 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain Hyowon Wi Jeongwhan Choi Noseong Park 23 0 0 13 May 2025
Resource-Efficient Language Models: Quantization for Fast and Accessible Inference Tollef Emil Jørgensen MQ 49 0 0 13 May 2025
Block-Biased Mamba for Long-Range Sequence Processing Annan Yu N. Benjamin Erichson Mamba 35 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 48 0 0 13 May 2025
DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update Bizhan Alipour Pijan Serdar Bozdag 11 0 0 13 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 34 0 0 12 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 27 0 0 12 May 2025
Turbo-ICL: In-Context Learning-Based Turbo Equalization Zihang Song Matteo Zecchin Bipin Rajendran Osvaldo Simeone 39 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 42 0 0 09 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 37 0 0 08 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 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 33 0 0 07 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Z. Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 119 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 140 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 W. Xu Shibiao Xu ViT 119 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 36 0 0 04 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 51 0 0 02 May 2025
BiGSCoder: State Space Model for Code Understanding Shweta Verma Abhinav Anand Mira Mezini Mamba 38 0 0 02 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 X. Li Guangliang Cheng Mamba 77 0 0 01 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 94 1 0 01 May 2025
MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification Yichu Xu Di Wang Hongzan Jiao L. Zhang L. Zhang Mamba 83 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 54 0 0 28 Apr 2025
Adaptive Dual-domain Learning for Underwater Image Enhancement Lingtao Peng Liheng Bian 22 0 0 27 Apr 2025
SSD-Poser: Avatar Pose Estimation with State Space Duality from Sparse Observations Shuting Zhao Linxin Bai Liangjing Shao Ye Zhang Xinrong Chen 24 0 0 25 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 69 0 0 25 Apr 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 122 0 0 24 Apr 2025
StereoMamba: Real-time and Robust Intraoperative Stereo Disparity Estimation via Long-range Spatial Dependencies X. Wang Jialang Xu S. Zhang Baoru Huang Danail Stoyanov E. Mazomenos Mamba 45 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 J. Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 41 0 0 24 Apr 2025
An Empirical Study on Prompt Compression for Large Language Models Z. Zhang Jinyi Li Yihuai Lan X. Wang Hao Wang MQ 42 0 0 24 Apr 2025
HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image Classification Hongxing Peng Kang Lin Huanai Liu Mamba 22 0 0 22 Apr 2025
Observability conditions for neural state-space models with eigenvalues and their roots of unity Andrew Gracyk 102 0 0 22 Apr 2025
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement Zhifan Ye Kejing Xia Yonggan Fu Xin Dong Jihoon Hong Xiangchi Yuan Shizhe Diao Jan Kautz Pavlo Molchanov Yingyan Lin Mamba 45 4 0 22 Apr 2025
MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment Yachun Mi Yu Li Weicheng Meng C. L. P. Chen Chen Hui Shaohui Liu 29 0 0 22 Apr 2025
Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation X. Zhang Lu Zou Tao Lu Yuan Yao Zhangjin Huang Guoping Wang 3DPC 28 0 0 21 Apr 2025
VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image Han Bi Ge Yu Yu He Wenzhuo Liu Zijie Zheng 3DH 31 0 0 20 Apr 2025
Efficient Spiking Point Mamba for Point Cloud Analysis Peixi Wu Bosong Chai Menghua Zheng Wei Li Zhangchi Hu Jie Chen Zheyu Zhang H. Li Xiaoyan Sun Mamba 40 0 0 19 Apr 2025
Pets: General Pattern Assisted Architecture For Time Series Analysis Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 29 0 0 19 Apr 2025
CacheFormer: High Attention-Based Segment Caching Sushant Singh A. Mahmood 31 0 0 18 Apr 2025
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion Yang Wu Yun Zhu Kaihua Zhang J. Qian J. Xie Jian Yang DiffM AI4CE 47 0 0 18 Apr 2025
U-Shape Mamba: State Space Model for faster diffusion Alex Ergasti Filippo Botti Tomaso Fontanini Claudio Ferrari Massimo Bertozzi Andrea Prati Mamba 87 0 0 18 Apr 2025
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization Ali Behrouz Meisam Razaviyayn Peilin Zhong Vahab Mirrokni 36 0 0 17 Apr 2025
ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model Guanchun Wang Xiangrong Zhang Yifei Zhang Zelin Peng Tianyang Zhang Xu Tang Licheng Jiao Mamba 34 0 0 16 Apr 2025
Dual-Path Enhancements in Event-Based Eye Tracking: Augmented Robustness and Adaptive Temporal Modeling Hoang M. Truong Vinh-Thuan Ly Huy G. Tran Thuan-Phat Nguyen Tram T. Doan 31 0 0 14 Apr 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 33 1 0 14 Apr 2025
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models Junxiong Wang Wen-Ding Li Daniele Paliotta Daniel Ritter Alexander M. Rush Tri Dao LRM 24 0 0 14 Apr 2025
Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution Zexin Ji Beiji Zou Xiaoyan Kui S. Thureau S. Ruan Mamba MedIm 47 0 0 14 Apr 2025
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation Justin Namuk Kim Yiqiao Liu R. Soans Keith Persson Sarah Halek M. Tomaszewski Jianda Yuan G. Goldmacher Antong Chen Mamba 107 0 0 13 Apr 2025
Millions of States: Designing a Scalable MoE Architecture with RWKV-7 Meta-learner Liu Xiao Li Zhiyuan Lin Yueyu 31 0 0 11 Apr 2025
Bidirectional Linear Recurrent Models for Sequence-Level Multisource Fusion Qisai Liu Zhanhong Jiang Joshua R. Waite Chao Liu Aditya Balu S. Sarkar AI4TS 24 0 0 11 Apr 2025