KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Agrawal, Akansh, Agrawal, Akshan, Gupta, Shashwat, Bagade, Priyanka |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification
by: Makwe, Ansh, et al.
Published: (2025)
by: Makwe, Ansh, et al.
Published: (2025)
AutoComb: Automated Comb Sign Detector for 3D CTE Scans
by: Gupta, Shashwat, et al.
Published: (2025)
by: Gupta, Shashwat, et al.
Published: (2025)
EXACT-CT: EXplainable Analysis for Crohn's and Tuberculosis using CT
by: Gupta, Shashwat, et al.
Published: (2025)
by: Gupta, Shashwat, et al.
Published: (2025)
Bridging the Diagnostic Divide: Classical Computer Vision and Advanced AI methods for distinguishing ITB and CD through CTE Scans
by: Gupta, Shashwat, et al.
Published: (2024)
by: Gupta, Shashwat, et al.
Published: (2024)
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement
by: Shi, Kangbiao, et al.
Published: (2025)
by: Shi, Kangbiao, et al.
Published: (2025)
TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation
by: Yang, Haoyu, et al.
Published: (2025)
by: Yang, Haoyu, et al.
Published: (2025)
Tri-FusionNet: Enhancing Image Description Generation with Transformer-based Fusion Network and Dual Attention Mechanism
by: Agarwal, Lakshita, et al.
Published: (2025)
by: Agarwal, Lakshita, et al.
Published: (2025)
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation
by: Zhu, Hancan, et al.
Published: (2025)
by: Zhu, Hancan, et al.
Published: (2025)
MambaVesselNet++: A Hybrid CNN-Mamba Architecture for Medical Image Segmentation
by: Xu, Qing, et al.
Published: (2025)
by: Xu, Qing, et al.
Published: (2025)
U-MAN: U-Net with Multi-scale Adaptive KAN Network for Medical Image Segmentation
by: Huang, Bohan, et al.
Published: (2025)
by: Huang, Bohan, et al.
Published: (2025)
SIESEF-FusionNet: Spatial Inter-correlation Enhancement and Spatially-Embedded Feature Fusion Network for LiDAR Point Cloud Semantic Segmentation
by: Chen, Jiale, et al.
Published: (2024)
by: Chen, Jiale, et al.
Published: (2024)
RefDiffNet: Learning to Expose Subtle PCB Defects Before Detection
by: Edula, Vinay, et al.
Published: (2026)
by: Edula, Vinay, et al.
Published: (2026)
MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
by: Bui, T-Mai, et al.
Published: (2025)
by: Bui, T-Mai, et al.
Published: (2025)
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation
by: Fang, Chenglin, et al.
Published: (2024)
by: Fang, Chenglin, et al.
Published: (2024)
Performance Optimization of YOLO-FEDER FusionNet for Robust Drone Detection in Visually Complex Environments
by: Lenhard, Tamara R., et al.
Published: (2025)
by: Lenhard, Tamara R., et al.
Published: (2025)
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation
by: Ye, Zanting, et al.
Published: (2025)
by: Ye, Zanting, et al.
Published: (2025)
FusionNet: a frame interpolation network for 4D heart models
by: Chang, Chujie, et al.
Published: (2026)
by: Chang, Chujie, et al.
Published: (2026)
MoEIoU: Rethinking Bounding-Box Regression as a Mixture of Experts
by: Edula, Vinay, et al.
Published: (2026)
by: Edula, Vinay, et al.
Published: (2026)
YOLO-FEDER FusionNet: A Novel Deep Learning Architecture for Drone Detection
by: Lenhard, Tamara R., et al.
Published: (2024)
by: Lenhard, Tamara R., et al.
Published: (2024)
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation
by: Chang, Ao, et al.
Published: (2024)
by: Chang, Ao, et al.
Published: (2024)
FusionNet: Physics-Aware Representation Learning for Multi-Spectral and Thermal Data via Trainable Signal-Processing Priors
by: Voulgaris, Georgios
Published: (2025)
by: Voulgaris, Georgios
Published: (2025)
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
by: Xing, Zhaohu, et al.
Published: (2024)
by: Xing, Zhaohu, et al.
Published: (2024)
DuSCN-FusionNet: An Interpretable Dual-Channel Structural Covariance Fusion Framework for ADHD Classification Using Structural MRI
by: Ain, Qurat Ul, et al.
Published: (2026)
by: Ain, Qurat Ul, et al.
Published: (2026)
HybridMamba: A Dual-domain Mamba for 3D Medical Image Segmentation
by: Wu, Weitong, et al.
Published: (2025)
by: Wu, Weitong, et al.
Published: (2025)
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification
by: Zheng, Xiaoyu, et al.
Published: (2025)
by: Zheng, Xiaoyu, et al.
Published: (2025)
DCAU-Net: Differential Cross Attention and Channel-Spatial Feature Fusion for Medical Image Segmentation
by: Li, Yanxin, et al.
Published: (2026)
by: Li, Yanxin, et al.
Published: (2026)
TopoMamba: Topology-Aware Scanning and Fusion for Segmenting Heterogeneous Medical Visual Media
by: Zheng, Fuchen, et al.
Published: (2026)
by: Zheng, Fuchen, et al.
Published: (2026)
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba
by: Xie, Xinyu, et al.
Published: (2024)
by: Xie, Xinyu, et al.
Published: (2024)
Taming Mambas for Voxel Level 3D Medical Image Segmentation
by: Lumetti, Luca, et al.
Published: (2024)
by: Lumetti, Luca, et al.
Published: (2024)
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation
by: Li, Shumeng, et al.
Published: (2025)
by: Li, Shumeng, et al.
Published: (2025)
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
by: Li, Chenxin, et al.
Published: (2024)
by: Li, Chenxin, et al.
Published: (2024)
BiSegMamba: Efficient Bidirectional Tri-Oriented Mamba for 3D Medical Image Segmentation
by: Zada, Bakht, et al.
Published: (2026)
by: Zada, Bakht, et al.
Published: (2026)
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation
by: Bian, Chenyuan, et al.
Published: (2024)
by: Bian, Chenyuan, et al.
Published: (2024)
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
by: Jiang, Yufeng, et al.
Published: (2024)
by: Jiang, Yufeng, et al.
Published: (2024)
Redefining the Down-Sampling Scheme of U-Net for Precision Biomedical Image Segmentation
by: Li, Mingjie, et al.
Published: (2026)
by: Li, Mingjie, et al.
Published: (2026)
GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention
by: Qin, Jiahao, et al.
Published: (2024)
by: Qin, Jiahao, et al.
Published: (2024)
MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation
by: Tang, Fenghe, et al.
Published: (2024)
by: Tang, Fenghe, et al.
Published: (2024)
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
by: Cheng, Zihan, et al.
Published: (2025)
by: Cheng, Zihan, et al.
Published: (2025)
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling
by: Ji, Hangyu
Published: (2025)
by: Ji, Hangyu
Published: (2025)
Global License Plate Dataset
by: Agrawal, Siddharth
Published: (2024)
by: Agrawal, Siddharth
Published: (2024)
Similar Items
-
AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification
by: Makwe, Ansh, et al.
Published: (2025) -
AutoComb: Automated Comb Sign Detector for 3D CTE Scans
by: Gupta, Shashwat, et al.
Published: (2025) -
EXACT-CT: EXplainable Analysis for Crohn's and Tuberculosis using CT
by: Gupta, Shashwat, et al.
Published: (2025) -
Bridging the Diagnostic Divide: Classical Computer Vision and Advanced AI methods for distinguishing ITB and CD through CTE Scans
by: Gupta, Shashwat, et al.
Published: (2024) -
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement
by: Shi, Kangbiao, et al.
Published: (2025)