Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

17 January 2024

Papers citing "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model"

50 / 130 papers shown

Title
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments Ibne Farabi Shihab Sanjeda Akter Anuj Sharma Mamba 48 0 0 13 May 2025
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization Xiaoliang He Kangjie Dong Jingkai Cao S. Yu Wei Li Yi Yu Mamba 26 0 0 13 May 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong J. Xu Wenhan Yang Xinlei Chen Mamba 67 0 0 08 May 2025
Object-Shot Enhanced Grounding Network for Egocentric Video Yisen Feng Haoyu Zhang Meng Liu Weili Guan Liqiang Nie 41 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 157 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 48 0 0 05 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 51 0 0 02 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 80 0 0 01 May 2025
Optimal Hyperspectral Undersampling Strategy for Satellite Imaging Vita V. Vlasova Vladimir G. Kuzmin Maria S. Varetsa Natalia A. Ibragimova Oleg Y. Rogov Elena V. Lyapuntsova 19 0 0 27 Apr 2025
Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation X. Zhang Lu Zou Tao Lu Yuan Yao Zhangjin Huang Guoping Wang 3DPC 28 0 0 21 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 42 0 0 16 Apr 2025
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation Justin Namuk Kim Yiqiao Liu R. Soans Keith Persson Sarah Halek M. Tomaszewski Jianda Yuan G. Goldmacher Antong Chen Mamba 122 0 0 13 Apr 2025
Simultaneous Learning of Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu OT 139 0 0 04 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 36 0 0 03 Apr 2025
Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes Kaiwei Zhang Dandan Zhu Xiongkuo Min Guangtao Zhai Mamba 52 0 0 02 Apr 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 134 0 0 28 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 199 0 0 26 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
MambaIC: State Space Models for High-Performance Learned Image Compression Fanhu Zeng Hao Tang Yihua Shao Siyu Chen Ling Shao Yan Wang Mamba 140 0 0 16 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
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 61 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
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 153 0 0 12 Mar 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 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
Future-Aware Interaction Network For Motion Forecasting Shijie Li Xun Xu S. Yeo Xulei Yang Mamba 179 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 55 0 0 09 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 71 0 0 06 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
2DMCG:2DMambawith Change Flow Guidance for Change Detection in Remote Sensing JunYao Kaung HongWei Ge Mamba 146 0 0 01 Mar 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels Meng Lou Yizhou Yu 115 1 0 27 Feb 2025
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training Qingyao Tian Huai Liao Xinyan Huang Bingyu Yang Dongdong Lei Sebastien Ourselin Hongbin Liu Mamba 68 0 0 26 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 61 43 0 24 Feb 2025
MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms Tianyi Shang Zhenyu Li Wenhao Pei Pengjie Xu Mamba 78 0 0 24 Feb 2025
Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation Rongzhao He Weihao Zheng Leilei Zhao Ying Wang Dalin Zhu Dan Wu Bin Hu Mamba 95 0 0 21 Feb 2025
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks Thomas Schmied Thomas Adler Vihang Patil M. Beck Korbinian Poppel Johannes Brandstetter G. Klambauer Razvan Pascanu Sepp Hochreiter 75 4 0 21 Feb 2025
CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement Zheng Wu Yiping Xie Bo Zhao Jiguang He Fei Luo Ning Deng Zitong Yu Mamba 44 1 0 20 Feb 2025
Magma: A Foundation Model for Multimodal AI Agents Jianwei Yang Reuben Tan Qianhui Wu Ruijie Zheng Baolin Peng ... Seonghyeon Ye Joel Jang Yuquan Deng Lars Liden Jianfeng Gao VLM AI4TS 119 9 0 18 Feb 2025
From Markov to Laplace: How Mamba In-Context Learns Markov Chains Marco Bondaschi Nived Rajaraman Xiuying Wei Kannan Ramchandran Razvan Pascanu Çağlar Gülçehre Michael C. Gastpar Ashok Vardhan Makkuva 63 0 0 17 Feb 2025
Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition Khanh Nguyen Ghulam Mubashar Hassan Ajmal Saeed Mian 3DPC 49 0 0 15 Feb 2025
A Survey on Mamba Architecture for Vision Applications Fady Ibrahim Guangjun Liu Guanghui Wang Mamba 53 2 0 11 Feb 2025
Linear Attention Modeling for Learned Image Compression Donghui Feng Zhengxue Cheng Shen Wang Ronghua Wu Hongwei Hu Guo Lu Li-Na Song 112 1 0 09 Feb 2025
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation Yang Cao Zhao-quan Song Chiwun Yang VGen 46 2 0 01 Feb 2025
Exploring Linear Attention Alternative for Single Image Super-Resolution Rongchang Lu Changyu Li Donghang Li Guojing Zhang Jianqiang Huang X. Li 49 0 0 01 Feb 2025
Modulating CNN Features with Pre-Trained ViT Representations for Open-Vocabulary Object Detection Xiangyu Gao Yu Dai Benliu Qiu Hongliang Li Heqian Qiu Hongliang Li ObjD VLM 136 0 0 28 Jan 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space Xin He Y. Wang Wenqi Fan Xu Shen Xin Juan Rui Miao Xin Wang 68 0 0 26 Jan 2025
PolaFormer: Polarity-aware Linear Attention for Vision Transformers Weikang Meng Yadan Luo Xin Li D. Jiang Zheng Zhang 139 0 0 25 Jan 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Jinwei Gu Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 146 0 0 21 Jan 2025
WMamba: Wavelet-based Mamba for Face Forgery Detection Siran Peng Tianshuo Zhang Li Gao Xiangyu Zhu H. M. Zhang Kai Pang Zhen Lei Mamba 73 2 0 17 Jan 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 46 0 0 13 Jan 2025