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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 / 917 papers shown
Title
State Space and Self-Attention Collaborative Network with Feature Aggregation for DOA Estimation
State Space and Self-Attention Collaborative Network with Feature Aggregation for DOA Estimation
Qi You
Qinghua Huang
Yi-Cheng Lin
Mamba
4
0
0
29 Oct 2025
Larger Hausdorff Dimension in Scanning Pattern Facilitates Mamba-Based Methods in Low-Light Image Enhancement
Larger Hausdorff Dimension in Scanning Pattern Facilitates Mamba-Based Methods in Low-Light Image Enhancement
Xinhua Wang
Caibo Feng
Xiangjun Fu
Chunxiao Liu
Mamba
65
0
0
29 Oct 2025
DeshadowMamba: Deshadowing as 1D Sequential Similarity
DeshadowMamba: Deshadowing as 1D Sequential Similarity
Zhaotong Yang
Yi Chen
Y. Li
Shengfeng He
Yangyang Xu
Junyu Dong
Jian Yang
Yong Du
Mamba
64
0
0
28 Oct 2025
HieraMamba: Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling
HieraMamba: Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling
Joungbin An
Kristen Grauman
Mamba
77
0
0
27 Oct 2025
WaveSeg: Enhancing Segmentation Precision via High-Frequency Prior and Mamba-Driven Spectrum Decomposition
WaveSeg: Enhancing Segmentation Precision via High-Frequency Prior and Mamba-Driven Spectrum Decomposition
Guoan Xu
Yang Xiao
Wenjing Jia
Guangwei Gao
Guo-Jun Qi
Chia-Wen Lin
Mamba
48
0
0
24 Oct 2025
Data Efficient Any Transformer-to-Mamba Distillation via Attention Bridge
Data Efficient Any Transformer-to-Mamba Distillation via Attention Bridge
Penghao Wang
Yuhao Zhou
Mengxuan Wu
Panpan Zhang
Zhangyang Wang
Kai Wang
Mamba
52
0
0
22 Oct 2025
$Δ$t-Mamba3D: A Time-Aware Spatio-Temporal State-Space Model for Breast Cancer Risk Prediction
ΔΔΔt-Mamba3D: A Time-Aware Spatio-Temporal State-Space Model for Breast Cancer Risk Prediction
Zhengbo Zhou
Dooman Arefan
M. Zuley
Shandong Wu
Mamba
32
0
0
21 Oct 2025
MLMA: Towards Multilingual ASR With Mamba-based Architectures
MLMA: Towards Multilingual ASR With Mamba-based Architectures
Mohamed Nabih Ali
Daniele Falavigna
Alessio Brutti
Mamba
71
0
0
21 Oct 2025
MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
Yovin Yahathugoda
Davide Prezzi
Piyalitt Ittichaiwong
Vicky Goh
Sebastien Ourselin
Michela Antonelli
Mamba
43
0
0
20 Oct 2025
CausalMamba: Scalable Conditional State Space Models for Neural Causal Inference
CausalMamba: Scalable Conditional State Space Models for Neural Causal Inference
Sangyoon Bae
Jiook Cha
MambaCMLAI4CE
21
0
0
20 Oct 2025
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
Yichen Liu
Yan Lin
Shengnan Guo
Zeyu Zhou
Youfang Lin
Huaiyu Wan
Mamba
30
0
0
20 Oct 2025
EMRRG: Efficient Fine-Tuning Pre-trained X-ray Mamba Networks for Radiology Report Generation
EMRRG: Efficient Fine-Tuning Pre-trained X-ray Mamba Networks for Radiology Report Generation
Mingzheng Zhang
Jinfeng Gao
Dan Xu
Jiangrui Yu
Yuhan Qiao
Lan Chen
Jin Tang
Xiao Wang
MambaMedIm
28
0
0
19 Oct 2025
Evaluating protein binding interfaces with PUMBA
Evaluating protein binding interfaces with PUMBA
Azam Shirali
Giri Narasimhan
Mamba
10
0
0
19 Oct 2025
Schrödinger Bridge Mamba for One-Step Speech Enhancement
Schrödinger Bridge Mamba for One-Step Speech Enhancement
Jing Yang
Sirui Wang
Chao Wu
Fan Fan
Mamba
27
0
0
19 Oct 2025
EdgeNavMamba: Mamba Optimized Object Detection for Energy Efficient Edge Devices
EdgeNavMamba: Mamba Optimized Object Detection for Energy Efficient Edge Devices
Romina Aalishah
Mozhgan Navardi
T. Mohsenin
Mamba
32
0
0
16 Oct 2025
Vision Mamba for Permeability Prediction of Porous Media
Vision Mamba for Permeability Prediction of Porous Media
Ali Kashefi
T. Mukerji
Mamba
55
0
0
16 Oct 2025
DRBD-Mamba for Robust and Efficient Brain Tumor Segmentation with Analytical Insights
DRBD-Mamba for Robust and Efficient Brain Tumor Segmentation with Analytical Insights
Danish Ali
Ajmal Mian
Naveed Akhtar
Ghulam Mubashar Hassan
Mamba
96
0
0
16 Oct 2025
Context-Selective State Space Models: Feedback is All You Need
Context-Selective State Space Models: Feedback is All You Need
Riccardo Zattra
Giacomo Baggio
Umberto Casti
Augusto Ferrante
Francesco Ticozzi
Mamba
12
0
0
15 Oct 2025
Learning Human Motion with Temporally Conditional Mamba
Learning Human Motion with Temporally Conditional Mamba
Quang Minh Nguyen
T. H. Le
Baoru Huang
M. Vu
Ngan Le
Thieu Vo
Anh Duc Nguyen
Mamba
53
0
0
14 Oct 2025
Chimera: State Space Models Beyond Sequences
Chimera: State Space Models Beyond Sequences
Aakash Lahoti
Tanya Marwah
Ratish Puduppully
Albert Gu
MambaGNNAI4CE
64
0
0
14 Oct 2025
One Dimensional CNN ECG Mamba for Multilabel Abnormality Classification in 12 Lead ECG
One Dimensional CNN ECG Mamba for Multilabel Abnormality Classification in 12 Lead ECG
Huawei Jiang
Husna Mutahira
Gan Huang
Mannan Saeed Muhammad
Mamba
64
0
0
14 Oct 2025
High-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation
High-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation
Runyang Feng
H. Chang
Tze Ho Elden Tse
Boeun Kim
Yi Chang
Yixing Gao
Mamba
12
0
0
13 Oct 2025
MSF-Mamba: Motion-aware State Fusion Mamba for Efficient Micro-Gesture Recognition
MSF-Mamba: Motion-aware State Fusion Mamba for Efficient Micro-Gesture Recognition
Deng Li
Jun Shao
Bohao Xing
Rong Gao
Bihan Wen
Heikki Kälviäinen
Xin Liu
Mamba
75
0
0
12 Oct 2025
Minkowski-MambaNet: A Point Cloud Framework with Selective State Space Models for Forest Biomass Quantification
Minkowski-MambaNet: A Point Cloud Framework with Selective State Space Models for Forest Biomass Quantification
Jinxiang Tu
Dayong Ren
Fei Shi
Zhenhong Jia
Yahong Ren
Jiwei Qin
Fang He
Mamba
8
0
0
10 Oct 2025
MambaH-Fit: Rethinking Hyper-surface Fitting-based Point Cloud Normal Estimation via State Space Modelling
MambaH-Fit: Rethinking Hyper-surface Fitting-based Point Cloud Normal Estimation via State Space Modelling
Weijia Wang
Yuanzhi Su
P. Ye
Yuan-Gen Wang
Xuequan Lu
Mamba
8
0
0
10 Oct 2025
Knowledge-Aware Mamba for Joint Change Detection and Classification from MODIS Times Series
Knowledge-Aware Mamba for Joint Change Detection and Classification from MODIS Times Series
Zhengsen Xu
Yimin Zhu
Zack Dewis
Mabel Heffring
Motasem Alkayid
Saeid Taleghanidoozdoozan
Lincoln Linlin Xu
Mamba
33
0
0
08 Oct 2025
DeRainMamba: A Frequency-Aware State Space Model with Detail Enhancement for Image Deraining
DeRainMamba: A Frequency-Aware State Space Model with Detail Enhancement for Image DerainingIEEE Signal Processing Letters (IEEE SPL), 2025
Zhiliang Zhu
Tao Zeng
Tao Yang
Guoliang Luo
Jiyong Zeng
Mamba
88
0
0
08 Oct 2025
Speak, Edit, Repeat: High-Fidelity Voice Editing and Zero-Shot TTS with Cross-Attentive Mamba
Speak, Edit, Repeat: High-Fidelity Voice Editing and Zero-Shot TTS with Cross-Attentive Mamba
Baher Mohammad
Magauiya Zhussip
Stamatios Lefkimmiatis
Mamba
24
0
0
06 Oct 2025
SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba
SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba
Y. Huang
Jianxiong Tang
Chao Wang
Ziyi Wang
Jianguo Zhang
Zhichao Lu
Bojun Cheng
Luziwei Leng
Mamba
20
0
0
06 Oct 2025
MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
T-Mai Bui
F. Bougourzi
Fadi Dornaika
Vinh Truong Hoang
Mamba
102
0
0
04 Oct 2025
Exploring Resolution-Wise Shared Attention in Hybrid Mamba-U-Nets for Improved Cross-Corpus Speech Enhancement
Exploring Resolution-Wise Shared Attention in Hybrid Mamba-U-Nets for Improved Cross-Corpus Speech Enhancement
Nikolai Lund Kühne
Jesper Jensen
Jan Østergaard
Zheng-Hua Tan
Mamba
47
0
0
02 Oct 2025
Gather-Scatter Mamba: Accelerating Propagation with Efficient State Space Model
Gather-Scatter Mamba: Accelerating Propagation with Efficient State Space Model
Hyun-kyu Ko
Youbin Kim
Jihyeon Park
Dongheok Park
Gyeongjin Kang
Wonjun Cho
Hyung Yi
Eunbyung Park
Mamba
44
0
0
01 Oct 2025
Similarity-Aware Selective State-Space Modeling for Semantic Correspondence
Similarity-Aware Selective State-Space Modeling for Semantic Correspondence
Seungwook Kim
Minsu Cho
Mamba
64
0
0
29 Sep 2025
Wavelet-Assisted Mamba for Satellite-Derived Sea Surface Temperature Super-Resolution
Wavelet-Assisted Mamba for Satellite-Derived Sea Surface Temperature Super-ResolutionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Wankun Chen
Feng Gao
Yanhai Gan
Jingchao Cao
Junyu Dong
Q. Du
Mamba
44
0
0
29 Sep 2025
VAMamba: An Efficient Visual Adaptive Mamba for Image Restoration
VAMamba: An Efficient Visual Adaptive Mamba for Image Restoration
Han Hu
Zhuoran Zheng
Liang Li
Chen Lyu
Mamba
12
0
0
28 Sep 2025
Hazy Pedestrian Trajectory Prediction via Physical Priors and Graph-Mamba
Hazy Pedestrian Trajectory Prediction via Physical Priors and Graph-Mamba
Jian Chen
Zhuoran Zheng
Han Hu
Guijuan Zhang
Dianjie Lu
Liang Li
Chen Lyu
Mamba
36
0
0
28 Sep 2025
MemMamba: Rethinking Memory Patterns in State Space Model
MemMamba: Rethinking Memory Patterns in State Space Model
Youjin Wang
Yangjingyi Chen
Jiahao Yan
Jiaxuan Lu
Xiao Sun
Mamba
24
0
0
28 Sep 2025
HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning
HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning
Md Mozaharul Mottalib
T. Phan
Rahmatollah Beheshti
Mamba
24
0
0
28 Sep 2025
SlideMamba: Entropy-Based Adaptive Fusion of GNN and Mamba for Enhanced Representation Learning in Digital Pathology
SlideMamba: Entropy-Based Adaptive Fusion of GNN and Mamba for Enhanced Representation Learning in Digital Pathology
Shakib Khan
Fariba Dambandkhameneh
N. Shaikh
Yao Nie
Raghavan Venugopal
Xiao Li
Mamba
16
0
0
25 Sep 2025
SwinMamba: A hybrid local-global mamba framework for enhancing semantic segmentation of remotely sensed images
SwinMamba: A hybrid local-global mamba framework for enhancing semantic segmentation of remotely sensed images
Qinfeng Zhu
Han Li
Liang He
Lei Fan
Mamba
24
0
0
25 Sep 2025
U-Mamba2-SSL for Semi-Supervised Tooth and Pulp Segmentation in CBCT
U-Mamba2-SSL for Semi-Supervised Tooth and Pulp Segmentation in CBCT
Zhi Qin Tan
Xiatian Zhu
Owen Addison
Yunpeng Li
Mamba
59
0
0
24 Sep 2025
LEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object Detection
LEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object Detection
Lanhu Wu
Zilin Gao
Hao Fei
Mong-Li Lee
Wynne Hsu
Mamba
44
0
0
23 Sep 2025
Mamba Modulation: On the Length Generalization of Mamba
Mamba Modulation: On the Length Generalization of Mamba
Peng Lu
Jerry Huang
Qiuhao Zeng
X. Wang
Boxing Wang
Philippe Langlais
Yufei Cui
Mamba
85
0
0
23 Sep 2025
An overview of neural architectures for self-supervised audio representation learning from masked spectrograms
An overview of neural architectures for self-supervised audio representation learning from masked spectrograms
Sarthak Yadav
Sergios Theodoridis
Zheng-Hua Tan
Mamba
36
0
0
23 Sep 2025
HuMam: Humanoid Motion Control via End-to-End Deep Reinforcement Learning with Mamba
HuMam: Humanoid Motion Control via End-to-End Deep Reinforcement Learning with Mamba
Yinuo Wang
Yuanyang Qi
Jinzhao Zhou
Gavin Tao
Mamba
20
0
0
22 Sep 2025
SISMA: Semantic Face Image Synthesis with Mamba
SISMA: Semantic Face Image Synthesis with Mamba
Filippo Botti
Alex Ergasti
Tomaso Fontanini
Claudio Ferrari
Massimo Bertozzi
Andrea Prati
Mamba
36
0
0
22 Sep 2025
DA-Mamba: Dialogue-aware selective state-space model for multimodal engagement estimation
DA-Mamba: Dialogue-aware selective state-space model for multimodal engagement estimation
Shenwei Kang
Xin Zhang
W. Liu
Bin Li
Y. Liu
Bo Gao
Mamba
48
0
0
22 Sep 2025
M3ET: Efficient Vision-Language Learning for Robotics based on Multimodal Mamba-Enhanced Transformer
M3ET: Efficient Vision-Language Learning for Robotics based on Multimodal Mamba-Enhanced Transformer
Yanxin Zhang
Liang He
Zeyi Kang
Zuheng Ming
Kaixing Zhao
Mamba
16
0
0
22 Sep 2025
Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
Tianyi Chen
Pengxiao Lin
Zhiwei Wang
Zhi-Qin John Xu
Mamba
24
0
0
22 Sep 2025
ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis
ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis
Chengsheng Zhang
Linhao Qu
Xiaoyu Liu
Zhijian Song
Mamba
49
0
0
21 Sep 2025
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