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
Free Parametrization of L2-bounded State Space Models Leonardo Massai Giancarlo Ferrari-Trecate 42 0 0 31 Mar 2025
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation Siqi Zhang Yanyuan Qiao Qunbo Wang Zike Yan Qi Wu Zhihua Wei Jiaheng Liu 64 0 0 31 Mar 2025
Fast Training of Recurrent Neural Networks with Stationary State Feedbacks Paul Caillon Erwan Fagnou Alexandre Allauzen 39 0 0 29 Mar 2025
Efficient Explicit Joint-level Interaction Modeling with Mamba for Text-guided HOI Generation Guohong Huang Ling-an Zeng Zexin Zheng Shengbo Gu Wei-Shi Zheng 49 0 0 29 Mar 2025
Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition Akshay Rangamani 47 0 0 28 Mar 2025
EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices Jiyu Chen Shuang Peng Daxiong Luo Fan Yang Renshou Wu Fangyuan Li Xiaoxin Chen 51 0 0 28 Mar 2025
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval Xinyu Wang Linrui Ma Jerry Huang Peng Lu Prasanna Parthasarathi Xiao-Wen Chang Boxing Chen Yufei Cui KELM 53 1 0 28 Mar 2025
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition Yunusa Haruna A. Lawan Mamba 55 0 0 27 Mar 2025
VADMamba: Exploring State Space Models for Fast Video Anomaly Detection Jiahao Lyu Minghua Zhao Jing Hu Xuewen Huang Yifei Chen Shuangli Du Mamba 76 0 0 27 Mar 2025
M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization? Haolong Yan Kaijun Tan Yeqing Shen Xin Huang Zheng Ge Xiangyu Zhang Si Li Daxin Jiang VLM 50 0 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 79 1 0 27 Mar 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Xiaoye Qu Yafu Li Zhaochen Su Weigao Sun Jianhao Yan ... Chaochao Lu Yue Zhang Xian-Sheng Hua Bowen Zhou Yu Cheng ReLM OffRL LRM 91 19 0 27 Mar 2025
Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos Jiaheng Zhou Yanfeng Zhou Wei Fang Yuxing Tang Le Lu Ge Yang Mamba 301 0 0 26 Mar 2025
ReverBERT: A State Space Model for Efficient Text-Driven Speech Style Transfer Michael Brown Sofia Martinez Priya Singh 53 0 0 26 Mar 2025
Exploiting Temporal State Space Sharing for Video Semantic Segmentation Syed Ariff Syed Hesham Yun Liu Guolei Sun Henghui Ding Jing Yang Ender Konukoglu Xue Geng Xudong Jiang 53 1 0 26 Mar 2025
Cross-Modal State-Space Graph Reasoning for Structured Summarization Hannah Kim Sofia Martinez Jason Lee 59 0 0 26 Mar 2025
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction Chengjie Ge Xueyang Fu Peng He Kunyu Wang Chengzhi Cao Zheng-jun Zha Mamba 51 0 0 25 Mar 2025
Scene-agnostic Pose Regression for Visual Localization Junwei Zheng Ruiping Liu Yuxiao Chen Zhenfang Chen Kailun Yang Jiaming Zhang Rainer Stiefelhagen 56 0 0 25 Mar 2025
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation Shaolei Zhang Jinyan Liu Tianyi Qian Xuesong Li Mamba 53 0 0 25 Mar 2025
Experience Replay Addresses Loss of Plasticity in Continual Learning Jiuqi Wang Rohan Chandra Shangtong Zhang CLL KELM 54 0 0 25 Mar 2025
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 53 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 64 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 50 0 0 22 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 64 0 0 21 Mar 2025
Salient Object Detection in Traffic Scene through the TSOD10K Dataset Yu Qiu Yuhang Sun Jie Mei Lin Xiao Jing Xu 49 0 0 21 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 55 2 0 20 Mar 2025
SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer Hongda Liu Longguang Wang Ye Zhang Ziru Yu Yulan Guo Mamba 80 0 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 70 0 0 20 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
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 93 0 0 18 Mar 2025
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model Zhicheng Zhao Jinquan Yan Chenglong Li Xinyu Wang Jin Tang 68 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 62 0 0 17 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 66 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 63 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 245 0 0 16 Mar 2025
State Fourier Diffusion Language Model (SFDLM): A Scalable, Novel Iterative Approach to Language Modeling Andrew Kiruluta Andreas Lemos DiffM 66 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 60 0 0 15 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 70 0 0 14 Mar 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 253 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 65 4 0 14 Mar 2025
Label Unbalance in High-frequency Trading Zijian Zhao Xuming Chen Jiayu Wen MingWen Liu Xiaoteng Ma NoLa 58 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 53 2 0 13 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 95 0 0 12 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 258 1 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 62 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 75 0 0 12 Mar 2025
MinGRU-Based Encoder for Turbo Autoencoder Frameworks Rick Fritschek Rafael F. Schaefer 76 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
TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation Chenghan Li Mingchen Li Ruisheng Diao AI4TS 65 0 0 10 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 66 0 0 10 Mar 2025