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Mamba Models

Mamba
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Focuses on developing and refining Mamba architectures for deep learning. Enhances model performance across a variety of tasks by leveraging efficient and scalable model structures.

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50 / 979 papers shown
Title
TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition
TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition
Yanan Liu
Jun Liu
Hao Zhang
Dan Xu
Hossein Rahmani
Mohammed Bennamoun
Qiuhong Ke
Mamba
100
0
0
12 Dec 2025
Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation
Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation
Yiheng Lyu
Lian Xu
Mohammed Bennamoun
Farid Boussaid
Coen Arrow
Girish Dwivedi
MambaMedIm
128
0
0
11 Dec 2025
TextMamba: Scene Text Detector with Mamba
TextMamba: Scene Text Detector with Mamba
Qiyan Zhao
Yue Yan
Da-Han Wang
Mamba
100
0
0
07 Dec 2025
Adaptive Normalization Mamba with Multi Scale Trend Decomposition and Patch MoE Encoding
Adaptive Normalization Mamba with Multi Scale Trend Decomposition and Patch MoE Encoding
MinCheol Jeon
MambaAI4CE
48
0
0
07 Dec 2025
S2WMamba: A Spectral-Spatial Wavelet Mamba for Pansharpening
S2WMamba: A Spectral-Spatial Wavelet Mamba for Pansharpening
Haoyu Zhang
Junhan Luo
Yugang Cao
Siran Peng
Jie Huang
Liangjian-Deng
Mamba
104
0
0
06 Dec 2025
State Space Models for Bioacoustics: A comparative Evaluation with Transformers
State Space Models for Bioacoustics: A comparative Evaluation with Transformers
Chengyu Tang
Sanjeev Baskiyar
Mamba
172
0
0
03 Dec 2025
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Liwen Pan
Longguang Wang
Guangwei Gao
Jun Wang
Jun Shi
Juncheng Li
Mamba
92
0
0
03 Dec 2025
DF-Mamba: Deformable State Space Modeling for 3D Hand Pose Estimation in Interactions
DF-Mamba: Deformable State Space Modeling for 3D Hand Pose Estimation in Interactions
Yifan Zhou
Takehiko Ohkawa
Guwenxiao Zhou
Kanoko Goto
Takumi Hirose
Yusuke Sekikawa
Nakamasa Inoue
3DHMamba
264
0
0
02 Dec 2025
MM-DETR: An Efficient Multimodal Detection Transformer with Mamba-Driven Dual-Granularity Fusion and Frequency-Aware Modality Adapters
MM-DETR: An Efficient Multimodal Detection Transformer with Mamba-Driven Dual-Granularity Fusion and Frequency-Aware Modality Adapters
Jianhong Han
Yupei Wang
Yuan Zhang
Liang Chen
Mamba
40
0
0
29 Nov 2025
MambaScope: Coarse-to-Fine Scoping for Efficient Vision Mamba
MambaScope: Coarse-to-Fine Scoping for Efficient Vision Mamba
Shanhui Liu
Rui Xu
Yunke Wang
Mamba
160
0
0
29 Nov 2025
ReactionMamba: Generating Short &Long Human Reaction Sequences
ReactionMamba: Generating Short &Long Human Reaction Sequences
Hajra Anwar Beg
Baptiste Chopin
Hao Tang
Mohamed Daoudi
Mamba
92
0
0
28 Nov 2025
PerfMamba: Performance Analysis and Pruning of Selective State Space Models
PerfMamba: Performance Analysis and Pruning of Selective State Space Models
Abdullah Al Asif
Mobina Kashaniyan
Sixing Yu
Juan Pablo Muñoz
Ali Jannesari
Mamba
214
0
0
28 Nov 2025
PathMamba: A Hybrid Mamba-Transformer for Topologically Coherent Road Segmentation in Satellite Imagery
PathMamba: A Hybrid Mamba-Transformer for Topologically Coherent Road Segmentation in Satellite Imagery
Jules Decaestecker
Nicolas Vigne
Mamba
202
0
0
26 Nov 2025
MMA: A Momentum Mamba Architecture for Human Activity Recognition with Inertial Sensors
MMA: A Momentum Mamba Architecture for Human Activity Recognition with Inertial Sensors
T. Nguyen
Uyen Vo
T. Nguyen
Thieu N. Vo
T. Le
Cuong Pham
Mamba
81
0
0
26 Nov 2025
FAIM: Frequency-Aware Interactive Mamba for Time Series Classification
FAIM: Frequency-Aware Interactive Mamba for Time Series Classification
Da Zhang
Bingyu Li
Zhiyuan Zhao
Yanhan Zhang
Junyu Gao
Feiping Nie
Xuelong Li
MambaAI4TS
88
0
0
26 Nov 2025
MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing
MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing
Changho Choi
Minho Kim
Jinkyu Kim
Mamba
76
0
0
25 Nov 2025
ChessMamba: Structure-Aware Interleaving of State Spaces for Change Detection in Remote Sensing Images
ChessMamba: Structure-Aware Interleaving of State Spaces for Change Detection in Remote Sensing Images
L. Ding
Tong Liu
Xuanguang Liu
Xiangyun Liu
Haitao Guo
Jun Lu
Mamba
40
0
0
25 Nov 2025
MambaRefine-YOLO: A Dual-Modality Small Object Detector for UAV Imagery
MambaRefine-YOLO: A Dual-Modality Small Object Detector for UAV Imagery
Shuyu Cao
Minxin Chen
Yucheng Song
Zhaozhong Chen
Xinyou Zhang
Mamba
148
0
0
24 Nov 2025
MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model
MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model
Qian Jiang
Q. Wang
Xin Jin
Michal Wozniak
Shaowen Yao
Wei Zhou
Mamba
64
0
0
24 Nov 2025
DiM-TS: Bridge the Gap between Selective State Space Models and Time Series for Generative Modeling
DiM-TS: Bridge the Gap between Selective State Space Models and Time Series for Generative Modeling
Zihao Yao
Jiankai Zuo
Yaying Zhang
Mamba
48
0
0
23 Nov 2025
HiFi-MambaV2: Hierarchical Shared-Routed MoE for High-Fidelity MRI Reconstruction
HiFi-MambaV2: Hierarchical Shared-Routed MoE for High-Fidelity MRI Reconstruction
Pengcheng Fang
Hongli Chen
Guangzhen Yao
Jian Shi
Fangfang Tang
Xiaohao Cai
Shanshan Shan
Feng Liu
Mamba
120
0
0
23 Nov 2025
SAMBA: Toward a Long-Context EEG Foundation Model via Spatial Embedding and Differential Mamba
SAMBA: Toward a Long-Context EEG Foundation Model via Spatial Embedding and Differential Mamba
Jiazhen Hong
G. Mackellar
Soheila Ghane
Mamba
68
0
0
23 Nov 2025
RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models
RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models
Timing Yang
Guoyizhe Wei
Alan Yuille
Feng Wang
Mamba
77
0
0
23 Nov 2025
MambaX: Image Super-Resolution with State Predictive Control
MambaX: Image Super-Resolution with State Predictive Control
Chenyu Li
Danfeng Hong
Bing Zhang
Zhaojie Pan
Naoto Yokoya
J. Chanussot
Mamba
64
0
0
22 Nov 2025
Compact neural networks for astronomy with optimal transport bias correction
Compact neural networks for astronomy with optimal transport bias correction
Shuhuan Wang
Yuzhen Xie
Jiayi Li
Mamba
189
0
0
22 Nov 2025
MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection
MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection
H. Lu
Yi Yu
Shijian Lu
Deepu Rajan
Boon Poh Ng
Alex Chichung Kot
Xudong Jiang
Mamba
108
0
0
22 Nov 2025
HyM-UNet: Synergizing Local Texture and Global Context via Hybrid CNN-Mamba Architecture for Medical Image Segmentation
HyM-UNet: Synergizing Local Texture and Global Context via Hybrid CNN-Mamba Architecture for Medical Image Segmentation
Haodong Chen
Xianfei Han
Qwen
Mamba
57
0
0
22 Nov 2025
Controllability Analysis of State Space-based Language Model
Controllability Analysis of State Space-based Language Model
M. Mabrok
Yalda Zafari
Mamba
201
0
0
22 Nov 2025
UAM: A Unified Attention-Mamba Backbone of Multimodal Framework for Tumor Cell Classification
UAM: A Unified Attention-Mamba Backbone of Multimodal Framework for Tumor Cell Classification
Taixi Chen
Jingyun Chen
Nancy Guo
Mamba
228
0
0
21 Nov 2025
TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding
TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding
Boshen Xu
Zihan Xiao
Jiaze Li
Jianzhong Ju
Zhenbo Luo
Jian Luan
Qin Jin
Mamba
391
0
0
20 Nov 2025
Analysis of heart failure patient trajectories using sequence modeling
Analysis of heart failure patient trajectories using sequence modeling
Falk Dippela
Yinan Yu
Annika Rosengren
Martin Lindgren
Christina E. Lundberg
Erik Aerts
Martin Adiels
Helen Sjöland
Mamba
239
0
0
20 Nov 2025
Fourier-KAN-Mamba: A Novel State-Space Equation Approach for Time-Series Anomaly Detection
Fourier-KAN-Mamba: A Novel State-Space Equation Approach for Time-Series Anomaly Detection
X. Wang
Lin Wang
Rui Wang
Z. Zhang
Minghang Zhao
Mamba
212
0
0
19 Nov 2025
MambaIO: Global-Coordinate Inertial Odometry for Pedestrians via Multi-Scale Frequency-Decoupled Modeling
MambaIO: Global-Coordinate Inertial Odometry for Pedestrians via Multi-Scale Frequency-Decoupled Modeling
Shanshan Zhang
Mamba
92
0
0
19 Nov 2025
Breaking the Bottleneck with DiffuApriel: High-Throughput Diffusion LMs with Mamba Backbone
Breaking the Bottleneck with DiffuApriel: High-Throughput Diffusion LMs with Mamba Backbone
Vaibhav Singh
Oleksiy Ostapenko
Pierre-Andre Noel
Torsten Scholak
MambaAI4CE
304
0
0
19 Nov 2025
MambaTrack3D: A State Space Model Framework for LiDAR-Based Object Tracking under High Temporal Variation
MambaTrack3D: A State Space Model Framework for LiDAR-Based Object Tracking under High Temporal Variation
Shengjing Tian
Yinan Han
Xiantong Zhao
Xuehu Liu
Qi Lang
Mamba
147
0
0
19 Nov 2025
When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation
When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation
Aashish Ghimire
Jun Zeng
Roshan Paudel
Nikhil Kumar Tomar
Deepak Ranjan Nayak
Harshith Reddy Nalla
Vivek Jha
Glenda Reynolds
Debesh Jha
Mamba
230
0
0
18 Nov 2025
Parameter Aware Mamba Model for Multi-task Dense Prediction
Parameter Aware Mamba Model for Multi-task Dense Prediction
Xinzhuo Yu
Yunzhi Zhuge
Sitong Gong
Lu Zhang
Pingping Zhang
Huchuan Lu
Mamba
280
0
0
18 Nov 2025
WinMamba: Multi-Scale Shifted Windows in State Space Model for 3D Object Detection
WinMamba: Multi-Scale Shifted Windows in State Space Model for 3D Object Detection
Longhui Zheng
Qiming Xia
Xiaolu Chen
Zhaoliang Liu
Chenglu Wen
Mamba
108
0
0
17 Nov 2025
DensePercept-NCSSD: Vision Mamba towards Real-time Dense Visual Perception with Non-Causal State Space Duality
DensePercept-NCSSD: Vision Mamba towards Real-time Dense Visual Perception with Non-Causal State Space Duality
Tushar Anand
Advik Sinha
Abhijit Das
Mamba
76
0
0
16 Nov 2025
X-VMamba: Explainable Vision Mamba
X-VMamba: Explainable Vision Mamba
M. Mabrok
Yalda Zafari
Mamba
85
1
0
16 Nov 2025
MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis
MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis
Abdelrahman Elsayed
Ahmed Jaheen
Mohammad Yaqub
Mamba
225
0
0
15 Nov 2025
Arcee: Differentiable Recurrent State Chain for Generative Vision Modeling with Mamba SSMs
Arcee: Differentiable Recurrent State Chain for Generative Vision Modeling with Mamba SSMs
Jitesh Chavan
Rohit Lal
Anand Kamat
Mengjia Xu
Mamba
387
0
0
14 Nov 2025
Multitask GLocal OBIA-Mamba for Sentinel-2 Landcover Mapping
Multitask GLocal OBIA-Mamba for Sentinel-2 Landcover MappingISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2025
Zack Dewis
Yimin Zhu
Zhengsen Xu
Mabel Heffring
Saeid Taleghanidoozdoozan
Kaylee Xiao
Motasem Alkayid
Lincoln Linlin Xu
Mamba
108
14
0
13 Nov 2025
SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation
SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation
Hu Cui
Wenqiang Hua
Renjing Huang
Shurui Jia
Tessai Hayama
Mamba
189
0
0
12 Nov 2025
ReIDMamba: Learning Discriminative Features with Visual State Space Model for Person Re-Identification
ReIDMamba: Learning Discriminative Features with Visual State Space Model for Person Re-Identification
Hongyang Gu
Qisong Yang
Lei Pu
Siming Han
Yao Ding
Mamba
143
0
0
11 Nov 2025
CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis
CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis
Kanglin Qu
Pan Gao
Qun Dai
Zhanzhi Ye
Rui Ye
Yuanhao Sun
Mamba
246
0
0
11 Nov 2025
Hybrid Quantum-Classical Selective State Space Artificial Intelligence
Hybrid Quantum-Classical Selective State Space Artificial Intelligence
Amin Ebrahimi
Farzan Haddadi
Mamba
93
0
0
11 Nov 2025
MirrorMamba: Towards Scalable and Robust Mirror Detection in Videos
MirrorMamba: Towards Scalable and Robust Mirror Detection in Videos
Rui Song
Jiaying Lin
Rynson W. H. Lau
Mamba
172
0
0
10 Nov 2025
Mamba-driven multi-perspective structural understanding for molecular ground-state conformation prediction
Mamba-driven multi-perspective structural understanding for molecular ground-state conformation prediction
Yuxin Gou
Aming Wu
Richang Hong
Meng Wang
Mamba
169
0
0
10 Nov 2025
Spatial-Frequency Enhanced Mamba for Multi-Modal Image Fusion
Spatial-Frequency Enhanced Mamba for Multi-Modal Image Fusion
Hui Sun
Long Lv
Pingping Zhang
Tongdan Tang
Feng Tian
Weibing Sun
Huchuan Lu
Mamba
279
0
0
10 Nov 2025
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