Efficiently Modeling Long Sequences with Structured State Spaces

31 October 2021

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

50 / 1,149 papers shown

Title
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection Gourav Siddhad Sayantan Dey Partha Pratim Roy Mamba 54 2 0 28 Aug 2024
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors Zhiqing Zhang Tianyong Liu Guojia Fan Bin Li Qianjin Feng Shoujun Zhou Mamba 31 1 0 28 Aug 2024
MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders Baijiong Lin Weisen Jiang Pengguang Chen Shu Liu Ying-Cong Chen Mamba 52 1 0 27 Aug 2024
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models Shuaijie Shen Chao Wang Renzhuo Huang Yan Zhong Qinghai Guo Zhichao Lu Jianguo Zhang Luziwei Leng 53 8 0 27 Aug 2024
DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis A. Lawan Juhua Pu Haruna Yunusa Muhammad Lawan Aliyu Umar Adamu Sani Yahya Mahmoud Basi Mamba 44 0 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 39 3 0 26 Aug 2024
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation Ruohua Shi Qiufan Pang Lei Ma Lingyu Duan Tiejun Huang Tingting Jiang Mamba 35 3 0 26 Aug 2024
MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation Chaowei Chen Li Yu Shiquan Min Shunfang Wang Mamba 47 3 0 25 Aug 2024
Focus on Neighbors and Know the Whole: Towards Consistent Dense Multiview Text-to-Image Generator for 3D Creation Bonan li Zicheng Zhang Xingyi Yang Xinchao Wang DiffM 41 0 0 23 Aug 2024
O-Mamba: O-shape State-Space Model for Underwater Image Enhancement Chenyu Dong Chen Zhao Weiling Cai Bo Yang Mamba 73 2 0 23 Aug 2024
Jamba-1.5: Hybrid Transformer-Mamba Models at Scale Jamba Team Barak Lenz Alan Arazi Amir Bergman Avshalom Manevich ... Yehoshua Cohen Yonatan Belinkov Y. Globerson Yuval Peleg Levy Y. Shoham 47 28 0 22 Aug 2024
MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs Yulin Ren Xin Li Mengxi Guo Bingchen Li Shijie Zhao Zhibo Chen Mamba 42 6 0 21 Aug 2024
Exploring Robustness of Visual State Space model against Backdoor Attacks Cheng-Yi Lee Cheng-Chang Tsai Chia-Mu Yu Chun-Shien Lu AAML 30 0 0 21 Aug 2024
MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering Yonglin Tian Songlin Bai Zhiyao Luo Yutong Wang Yisheng Lv Fei-Yue Wang Mamba 51 2 0 21 Aug 2024
Bidirectional Gated Mamba for Sequential Recommendation Ziwei Liu Qidong Liu Yejing Wang Wanyu Wang Pengyue Jia Maolin Wang Zitao Liu Yi Chang Xiangyu Zhao Mamba 37 3 0 21 Aug 2024
Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations Róbert Csordás Christopher Potts Christopher D. Manning Atticus Geiger GAN 36 17 0 20 Aug 2024
OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model Junming Wang Dong Huang Xiuxian Guan Zekai Sun Tianxiang Shen Fangming Liu Heming Cui Mamba 45 2 0 20 Aug 2024
Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm Xiao Wang Yao Rong Fuling Wang Jianing Li Lin Zhu Bo Jiang Yaowei Wang SLR 31 1 0 20 Aug 2024
MambaEVT: Event Stream based Visual Object Tracking using State Space Model Xiao Wang Chao wang Shiao Wang Xixi Wang Zhicheng Zhao Lin Zhu Bo Jiang Mamba 45 3 0 20 Aug 2024
Geometry Informed Tokenization of Molecules for Language Model Generation Xiner Li Limei Wang Youzhi Luo Carl Edwards Shurui Gui Yuchao Lin Heng Ji Shuiwang Ji 54 6 0 19 Aug 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms Xiao Wang Shiao Wang Pengpeng Shao Bo Jiang Lin Zhu Yonghong Tian 199 2 0 19 Aug 2024
R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation Xiao Wang Yuehang Li Fuling Wang Shiao Wang Chuanfu Li Bo Jiang MedIm 49 6 0 19 Aug 2024
Partial-Multivariate Model for Forecasting Jaehoon Lee Hankook Lee Sungik Choi Sungjun Cho Moontae Lee AI4TS 49 0 0 19 Aug 2024
MambaLoc: Efficient Camera Localisation via State Space Model Jialu Wang Kaichen Zhou Andrew Markham Niki Trigoni Mamba 51 0 0 19 Aug 2024
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement Eashan Adhikarla Kai Zhang John Nicholson Brian D. Davison Mamba 50 4 0 19 Aug 2024
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models Aviv Bick Kevin Y. Li Eric P. Xing J. Zico Kolter Albert Gu Mamba 65 24 0 19 Aug 2024
OccMamba: Semantic Occupancy Prediction with State Space Models Heng Li Yuenan Hou Xiaohan Xing Xiao Sun Xiao Sun Yanyong Zhang Mamba 66 4 0 19 Aug 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling Harry Jake Cunningham Giorgio Giannone Mingtian Zhang M. Deisenroth 35 0 0 18 Aug 2024
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model Changcheng Xiao Qiong Cao Zhigang Luo L. Lan Mamba 28 11 0 17 Aug 2024
ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba Huiyu Zhai Guang Jin Xingxing Yang Guosheng Kang Mamba 33 1 0 15 Aug 2024
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Simiao Lai Chang Liu Jiawen Zhu Ben Kang Yang Liu Dong Wang Huchuan Lu Mamba 45 5 0 15 Aug 2024
DPSNN: Spiking Neural Network for Low-Latency Streaming Speech Enhancement Tao Sun Sander Bohté 30 3 0 14 Aug 2024
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs Dongyuan Li Shiyin Tan Ying Zhang Ming Jin Shirui Pan Manabu Okumura Xue Liu Mamba 45 3 0 13 Aug 2024
Mambular: A Sequential Model for Tabular Deep Learning Anton Thielmann Manish Kumar Christoph Weisser Arik Reuter Benjamin Säfken Soheila Samiee Mamba LMTD 76 6 0 12 Aug 2024
Post-Training Sparse Attention with Double Sparsity Shuo Yang Ying Sheng Joseph E. Gonzalez Ion Stoica Lianmin Zheng 41 7 0 11 Aug 2024
Sampling Foundational Transformer: A Theoretical Perspective Viet Anh Nguyen Minh Lenhat Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 53 0 0 11 Aug 2024
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition Huafeng Qin Yuming Fu Jing Chen M. El-Yacoubi Xinbo Gao Feng Xi Mamba 50 1 0 11 Aug 2024
Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance M. Obozov Makar Baderko Stepan Kulibaba N. Kutuzov Alexander Gasnikov Mamba OffRL 33 0 0 10 Aug 2024
SAMSA: Efficient Transformer for Many Data Modalities Minh Lenhat Viet Anh Nguyen Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 68 0 0 10 Aug 2024
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models Zifeng Ding Yifeng Li Yuan He Antonio Norelli Jingcheng Wu Volker Tresp Yunpu Ma Michael Bronstein Mamba 51 3 0 08 Aug 2024
DRAMA: An Efficient End-to-end Motion Planner for Autonomous Driving with Mamba Chengran Yuan Zhanqi Zhang Jiawei Sun Shuo Sun Zefan Huang ... Dongen Li Yuhang Han Anthony Wong K. P. Tee Marcelo H. Ang Jr Mamba 56 7 0 07 Aug 2024
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network Xinyi Zhang Qiqi Bao Qinpeng Cui Wenming Yang Qingmin Liao 3DH Mamba 33 1 0 06 Aug 2024
Context-aware Mamba-based Reinforcement Learning for social robot navigation Syed Muhammad Mustafa Omema Rizvi Zain Ahmed Usmani Abdul Basit Memon Mamba 35 1 0 05 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 84 3 0 05 Aug 2024
DeMansia: Mamba Never Forgets Any Tokens Ricky Fang Mamba 32 0 0 04 Aug 2024
NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of Equities Achintya Gopal 48 0 0 02 Aug 2024
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement Wenbin Zou Hongxia Gao Weipeng Yang Tongtong Liu Mamba 32 11 0 02 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 51 27 0 02 Aug 2024
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations Wenbin Zhou Yong Zeng Yiming Xiao 30 0 0 01 Aug 2024
MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection Youjia Fu Zihao Xu Junsong Fu Huixia Xue Shuqiu Tan Lei Li Mamba 47 0 0 01 Aug 2024