VMamba: Visual State Space Model

31 December 2024

Papers citing "VMamba: Visual State Space Model"

50 / 383 papers shown

Title
Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net Dongyi He Shiyang Li Bin Jiang He Yan MedIm 8 0 0 14 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
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Y. Zhang Sina Farsiu 26 0 0 10 May 2025
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation Diego Adame Jose Angel Nuñez Fabian Vazquez Nayeli Gurrola Huimin Li Haoteng Tang Bin Fu Pengfei Gu Mamba 35 0 0 09 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
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation Chengwei Ye H. Zhang Yufei Lin Kangsheng Wang Linuo Xu Shuyan Liu MedIm 114 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
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 143 0 0 06 May 2025
Multi-View Learning with Context-Guided Receptance for Image Denoising Binghong Chen Tingting Chai Wei Jiang Yuanrong Xu Guanglu Zhou Xiangqian Wu 42 0 0 05 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
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing Imagery Qinfeng Zhu Yunxi Jiang Lei Fan 29 0 0 30 Apr 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 70 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 71 0 0 25 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
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
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
$NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2025 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Kai Liu Jue Gong J. Wang Lei Sun ... Prashant Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali SupR 113 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
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
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
AnyTSR: Any-Scale Thermal Super-Resolution for UAV Mengyuan Li Changhong Fu Ziyu Lu Zijie Zhang Haobo Zuo L. Yao 32 0 0 18 Apr 2025
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement Yihao Ouyang Xunheng Kuang Mengjia Xiong Zhida Wang Yuanquan Wang 38 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
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions Rahima Khanam Muhammad Hussain 31 0 0 16 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 19 0 0 15 Apr 2025
Mamba-Based Ensemble learning for White Blood Cell Classification Lewis Clifton X. Tian D. Palasuwan Phandee Watanaboonyongcharoen Ponlapat Rojnuckarin Nantheera Anantrasirichai Mamba 49 0 0 15 Apr 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 36 1 0 14 Apr 2025
Dynamic Vision Mamba Mengxuan Wu Zekai Li Zhiyuan Liang Moyang Li Xuanlei Zhao ... Xiaojiang Peng Konstantinos N. Plataniotis Kai Wang Wangbo Zhao Yang You Mamba 49 0 0 07 Apr 2025
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models Xuran Ma Yexin Liu Yaofu Liu Xianfeng Wu Mingzhe Zheng Z. Wang Ser-Nam Lim Harry Yang DiffM 38 0 0 04 Apr 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models Mirko Borszukovszki Ivo Pascal de Jong Matias Valdenegro-Toro 34 0 0 04 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 42 0 0 02 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 51 0 0 31 Mar 2025
AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition Xuxiong Liu Tengteng Dong Fei Wang Weijie Feng Xiao Sun 46 0 0 31 Mar 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models Guoyizhe Wei Rama Chellappa 36 0 0 30 Mar 2025
A Semantic-Enhanced Heterogeneous Graph Learning Method for Flexible Objects Recognition Kunshan Yang Wenwei Luo Yuguo Hu Jiafu Yan Mengmeng Jing Lin Zuo 33 0 0 28 Mar 2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models Hung-Yueh Chiang Chi-chih Chang N. Frumkin Kai-Chiang Wu Mohamed S. Abdelfattah Diana Marculescu MQ 123 0 0 28 Mar 2025
OminiAdapt: Learning Cross-Task Invariance for Robust and Environment-Aware Robotic Manipulation Y. Wang Weiyun Yi Xinhao Kong Wanting Li 47 0 0 27 Mar 2025
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition Yunusa Haruna A. Lawan Mamba 50 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 69 0 0 27 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
RSRWKV: A Linear-Complexity 2D Attention Mechanism for Efficient Remote Sensing Vision Task Chunshan Li Rong Wang Xiaofei Yang Dianhui Chu 72 0 0 26 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 187 0 0 26 Mar 2025
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 43 0 0 25 Mar 2025
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Muyi Bao Shuchang Lyu Zhaoyang Xu Qi Zhao Changyu Zeng Wenpei Bai Guangliang Cheng Mamba 53 0 0 25 Mar 2025
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning Chau Pham Juan C. Caicedo Bryan A. Plummer 44 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 43 0 0 25 Mar 2025
Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning Xiang Fang S. Zhang Hao Zhang Tao Lu Huabing Zhou Jiayi Ma Mamba 75 0 0 23 Mar 2025
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting Maochen Yang Zekun Li Jian Zhang Lei Qi Yinghuan Shi 36 0 0 23 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