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
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 45 0 0 25 Mar 2025
Scene-agnostic Pose Regression for Visual Localization Junwei Zheng Ruiping Liu Y. Chen Zhenfang Chen Kailun Yang Jiaming Zhang Rainer Stiefelhagen 51 0 0 25 Mar 2025
GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model Yali Fu Jindong Li Qi Wang Qianli Xing Mamba 57 0 0 23 Mar 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 45 0 0 22 Mar 2025
Salient Object Detection in Traffic Scene through the TSOD10K Dataset Yu Qiu Yuhang Sun Jie Mei Lin Xiao Jing Xu 39 0 0 21 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 59 0 0 21 Mar 2025
SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer Hongda Liu Longguang Wang Ye Zhang Ziru Yu Yulan Guo Mamba 70 0 0 20 Mar 2025
DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding Keyan Chen Chenyang Liu Bowen Chen Wenyuan Li Zhengxia Zou Zhenwei Shi 50 2 0 20 Mar 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing Shiyang Zhou Haijin Zeng Yunfan Lu Tong Shao Ke Tang Yongyong Chen Jie Liu Jingyong Su Mamba 65 0 0 20 Mar 2025
MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations Hongyu Ke Jack Morris K. Oguchi Xiaofei Cao Yongkang Liu Haoxin Wang Yi Ding Mamba 71 0 0 18 Mar 2025
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection Chuxin Wang Wenfei Yang Xiang Liu Tianzhu Zhang 59 0 0 18 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 61 0 0 17 Mar 2025
TFDM: Time-Variant Frequency-Based Point Cloud Diffusion with Mamba Jiaxu Liu Li Li Hubert P. H. Shum T. Breckon Mamba 52 0 0 17 Mar 2025
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model Zhicheng Zhao Jinquan Yan Chenglong Li X. Wang Jin Tang 56 0 0 17 Mar 2025
VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis Z. T. Wang Renjiao Yi Xin Wen Chenyang Zhu K. Xu DiffM MedIm 60 0 0 17 Mar 2025
MambaIC: State Space Models for High-Performance Learned Image Compression Fanhu Zeng Hao Tang Yihua Shao Siyu Chen Ling Shao Yan Wang Mamba 137 0 0 16 Mar 2025
State Fourier Diffusion Language Model (SFDLM): A Scalable, Novel Iterative Approach to Language Modeling Andrew Kiruluta Andreas Lemos DiffM 55 2 0 16 Mar 2025
Toward Foundation Models for Online Complex Event Detection in CPS-IoT: A Case Study Liying Han Gaofeng Dong Xiaomin Ouyang Lance M. Kaplan Federico Cerutti Mani B. Srivastava 55 0 0 15 Mar 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 129 0 0 14 Mar 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers Weiming Ren Wentao Ma Huan Yang Cong Wei Ge Zhang Wenhu Chen Mamba 57 3 0 14 Mar 2025
BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification Jian Qian Teck Lun Goh Bingyu Xie Chengyao Zhu Biao Wan Yawen Guan Rachel Ding Chen Patrick Chiang Mamba 45 0 0 14 Mar 2025
Label Unbalance in High-frequency Trading Zijian Zhao Xuming Chen Jiayu Wen MingWen Liu Xiaoteng Ma NoLa 48 0 0 13 Mar 2025
Fixed-Point RNNs: From Diagonal to Dense in a Few Iterations Sajad Movahedi Felix Sarnthein Nicola Muca Cirone Antonio Orvieto 46 2 0 13 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 150 0 0 12 Mar 2025
Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection Xuzhong Hu Zaipeng Duan Pei An Jun zhang Jie Ma 3DPC 92 0 0 12 Mar 2025
ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba Juncan Deng Shuaiting Li Zeyu Wang Kedong Xu Hong Gu Kejie Huang MQ 60 0 0 12 Mar 2025
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation Xiuzhen Guo Lianyuan Yu Ji Shi Na Lei Hongxiao Wang DiffM MedIm 65 0 0 12 Mar 2025
MinGRU-Based Encoder for Turbo Autoencoder Frameworks Rick Fritschek Rafael F. Schaefer 66 0 0 11 Mar 2025
LATMOS: Latent Automaton Task Model from Observation Sequences Weixiao Zhan Qiyue Dong Eduardo Sebastián Nikolay Atanasov 53 0 0 11 Mar 2025
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code Dhruv Gautam Spandan Garg Jinu Jang Neel Sundaresan Roshanak Zilouchian Moghaddam LLMAG LRM 70 2 0 10 Mar 2025
MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation Juntian Du Yuan Sun Zhihu Zhou Pinyi Chen Runzhe Zhang Keji Mao Mamba 46 0 0 10 Mar 2025
TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation Chenghan Li Mingchen Li Ruisheng Diao AI4TS 55 0 0 10 Mar 2025
HiSTF Mamba: Hierarchical Spatiotemporal Fusion with Multi-Granular Body-Spatial Modeling for High-Fidelity Text-to-Motion Generation Xingzu Zhan Chen Xie Haoran Sun Xiaochun Mai Mamba 45 0 0 10 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 62 0 0 10 Mar 2025
Global-Aware Monocular Semantic Scene Completion with State Space Models Shijie Li Zhongyao Cheng Rong Li Shuai Li Juergen Gall Xun Xu Xulei Yang 48 0 0 09 Mar 2025
Future-Aware Interaction Network For Motion Forecasting Shijie Li Xun Xu S. Yeo Xulei Yang Mamba 176 0 0 09 Mar 2025
Spectral State Space Model for Rotation-Invariant Visual Representation Learning Sahar Dastani Ali Bahri Moslem Yazdanpanah Mehrdad Noori David Osowiechi ... Farzad Beizaee Milad Cheraghalikhani A. Mondal H. Lombaert Christian Desrosiers 52 0 0 09 Mar 2025
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification Yang Mu Muhammad Shahzad Xiao Xiang Zhu AI4TS 36 0 0 07 Mar 2025
Novel Object 6D Pose Estimation with a Single Reference View Jian Liu Wei Sun Kai Zeng Jin Zheng Hui Yang Lin Wang Hossein Rahmani Ajmal Saeed Mian 48 1 0 07 Mar 2025
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts Weigao Sun Disen Lan Tong Zhu Xiaoye Qu Yu-Xi Cheng MoE 97 1 0 07 Mar 2025
L $^2$ M: Mutual Information Scaling Law for Long-Context Language Modeling Zhuo Chen Oriol Mayné i Comas Zhuotao Jin Di Luo Marin Soljacic 62 0 0 06 Mar 2025
Spectral Informed Mamba for Robust Point Cloud Processing Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Milad Cheraghalikhani David Osowiechi G. A. V. Hakim Farzad Beizaee Ismail ben Ayed Christian Desrosiers Mamba 3DPC 69 0 0 06 Mar 2025
JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba Xiaoyong Lu Songlin Du Mamba 73 0 0 05 Mar 2025
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification Xiaoyu Zheng Xu Chen Shaogang Gong Xavier Griffin Greg Slabaugh Mamba 59 0 0 04 Mar 2025
S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions Melanie Schaller Sergej Hloch Akash Nag Dagmar Klichova Nick Janssen Frank Pude Michal Zelenak Bodo Rosenhahn 69 0 0 04 Mar 2025
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures Hui Liu Chen Jia Fan Shi Xu Cheng Shengyong Chen Mamba 47 0 0 03 Mar 2025
CAO-RONet: A Robust 4D Radar Odometry with Exploring More Information from Low-Quality Points Zhiheng Li Yubo Cui Ningyuan Huang Chenglin Pang Zheng Fang 64 0 0 03 Mar 2025
Mamba base PKD for efficient knowledge compression José Medina Amnir Hadachi Paul Honeine Abdelaziz Bensrhair Mamba 64 0 0 03 Mar 2025
S4M: S4 for multivariate time series forecasting with Missing values Jing Peng Meiqi Yang Qiong Zhang Xiaoxiao Li AI4TS 31 0 0 02 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu J. Z. Wang Mingsheng Long DiffM AI4TS 35 1 0 02 Mar 2025