Diagonal State Spaces are as Effective as Structured State Spaces

27 March 2022

Papers citing "Diagonal State Spaces are as Effective as Structured State Spaces"

50 / 226 papers shown

Title
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 72 0 0 01 May 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 41 0 0 24 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 35 0 0 19 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 36 0 0 18 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
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 33 0 0 14 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
HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network Hu Cui Tessai Hayama 3DH 37 0 0 09 Apr 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 34 0 0 03 Apr 2025
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons Sanja Karilanova Subhrakanti Dey Ayca Ozcelikkale 41 0 0 03 Apr 2025
Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation Fa-Ting Hong Zunnan Xu Zixiang Zhou Jun Zhou Xiu Li Qin Lin Qinglin Lu D. Xu DiffM VGen 48 2 0 03 Apr 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 J. Liu 48 0 0 31 Mar 2025
Fast Training of Recurrent Neural Networks with Stationary State Feedbacks Paul Caillon Erwan Fagnou Alexandre Allauzen 27 0 0 29 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 37 0 0 22 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 58 0 0 17 Mar 2025
Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM Yizhou Huang Yihua Cheng Kezhi Wang Mamba 45 1 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 55 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 80 0 0 12 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 59 0 0 06 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 64 0 0 04 Mar 2025
S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings Melanie Schaller Bodo Rosenhahn 26 0 0 28 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 44 36 0 24 Feb 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles A. Medetalibeyoğlu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 36 1 0 23 Feb 2025
MoM: Linear Sequence Modeling with Mixture-of-Memories Jusen Du Weigao Sun Disen Lan Jiaxi Hu Yu-Xi Cheng KELM 75 3 0 19 Feb 2025
RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer Shilong Yang Qi Zang Chulong Zhang Lingfeng Huang Yaoqin Xie Mamba 54 1 0 16 Feb 2025
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion Li Liang Naveed Akhtar J. Vice Xiangrui Kong Ajmal Saeed Mian 34 1 0 13 Jan 2025
Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain Juntao Zhang Kun Bian Peng Cheng You Zhou Jianning Liu Wenbo An Jun Zhou Kun Shao Mamba 45 2 0 08 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 21 1 0 08 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 106 592 0 31 Dec 2024
Efficient Self-Supervised Video Hashing with Selective State Spaces Jinpeng Wang Niu Lian Jun Li Yuting Wang Yan Feng Bin Chen Yongbing Zhang Shu-Tao Xia 69 2 0 19 Dec 2024
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders N. Martinel Mariano Serrao C. Micheloni 64 1 0 29 Nov 2024
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 68 2 0 26 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He J. Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Y. Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 77 3 0 24 Nov 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 76 2 0 23 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 93 0 0 21 Nov 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map Yuhong Chou Man Yao Kexin Wang Yuqi Pan Ruijie Zhu Yiran Zhong Yu Qiao J. Wu Bo Xu Guoqi Li 33 4 0 16 Nov 2024
Layer-Adaptive State Pruning for Deep State Space Models Minseon Gwak Seongrok Moon Joohwan Ko PooGyeon Park 23 0 0 05 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 54 1 0 03 Nov 2024
BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging Xinliang Zhou Yuzhe Han Z. Chen Chenyu Liu Yi Ding Ziyu Jia Yang Liu Mamba 27 1 0 03 Nov 2024
Provable Length Generalization in Sequence Prediction via Spectral Filtering Annie Marsden Evan Dogariu Naman Agarwal Xinyi Chen Daniel Suo Elad Hazan 32 1 0 01 Nov 2024
SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models José Ignacio Olalde-Verano Sascha Kirch Clara Pérez-Molina Sergio Martin Mamba 25 0 0 31 Oct 2024
FACTS: A Factored State-Space Framework For World Modelling Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 39 0 0 28 Oct 2024
Multi-Agent Reinforcement Learning with Selective State-Space Models Jemma Daniel Ruan de Kock Louay Ben Nessir Sasha Abramowitz Omayma Mahjoub Wiem Khlifi Claude Formanek Arnu Pretorius Mamba 19 0 0 25 Oct 2024
Taipan: Efficient and Expressive State Space Language Models with Selective Attention Chien Van Nguyen Huy Huu Nguyen Thang M. Pham Ruiyi Zhang Hanieh Deilamsalehy ... Ryan A. Rossi Trung Bui Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen Mamba RALM 23 1 0 24 Oct 2024
Revealing and Mitigating the Local Pattern Shortcuts of Mamba Wangjie You Zecheng Tang Juntao Li Lili Yao Min Zhang Mamba 19 0 0 21 Oct 2024
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion Chaodong Xiao Minghan Li Zhengqiang Zhang Deyu Meng Lei Zhang Mamba 45 4 0 19 Oct 2024
Variable Aperture Bokeh Rendering via Customized Focal Plane Guidance Kang Chen Shijun Yan Aiwen Jiang Han Li Zhifeng Wang 25 0 0 18 Oct 2024
Mimetic Initialization Helps State Space Models Learn to Recall Asher Trockman Hrayr Harutyunyan J. Zico Kolter Sanjiv Kumar Srinadh Bhojanapalli Mamba 16 3 0 14 Oct 2024
V2M: Visual 2-Dimensional Mamba for Image Representation Learning Chengkun Wang Wenzhao Zheng Yuanhui Huang Jie Zhou Jiwen Lu Mamba 15 0 0 14 Oct 2024
GlobalMamba: Global Image Serialization for Vision Mamba Chengkun Wang Wenzhao Zheng Jie Zhou Jiwen Lu Mamba 23 0 0 14 Oct 2024