MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Rahman, Md Mostafijur, Marculescu, Radu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2025)
by: Rahman, Md Mostafijur, et al.
Published: (2025)
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)
by: Rahman, Md Mostafijur, et al.
Published: (2024)
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
by: Munir, Mustafa, et al.
Published: (2024)
by: Munir, Mustafa, et al.
Published: (2024)
PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)
by: Rahman, Md Mostafijur, et al.
Published: (2024)
AdaptViG: Adaptive Vision GNN with Exponential Decay Gating
by: Munir, Mustafa, et al.
Published: (2025)
by: Munir, Mustafa, et al.
Published: (2025)
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
by: Munir, Mustafa, et al.
Published: (2024)
by: Munir, Mustafa, et al.
Published: (2024)
PipeFlow: Pipelined Processing and Motion-Aware Frame Selection for Long-Form Video Editing
by: Munir, Mustafa, et al.
Published: (2025)
by: Munir, Mustafa, et al.
Published: (2025)
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
by: Liao, Weibin, et al.
Published: (2024)
by: Liao, Weibin, et al.
Published: (2024)
MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation
by: Chen, Chaowei, et al.
Published: (2024)
by: Chen, Chaowei, et al.
Published: (2024)
CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic Segmentation
by: Liu, Mushui, et al.
Published: (2024)
by: Liu, Mushui, et al.
Published: (2024)
BanglaNet: Bangla Handwritten Character Recognition using Ensembling of Convolutional Neural Network
by: Saha, Chandrika, et al.
Published: (2024)
by: Saha, Chandrika, et al.
Published: (2024)
LV-UNet: A Lightweight and Vanilla Model for Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2024)
by: Jiang, Juntao, et al.
Published: (2024)
Segmenting Medical Images: From UNet to Res-UNet and nnUNet
by: Huang, Lina, et al.
Published: (2024)
by: Huang, Lina, et al.
Published: (2024)
RDTE-UNet: A Boundary and Detail Aware UNet for Precise Medical Image Segmentation
by: Qu, Jierui, et al.
Published: (2025)
by: Qu, Jierui, et al.
Published: (2025)
DSVM-UNet : Enhancing VM-UNet with Dual Self-distillation for Medical Image Segmentation
by: Shao, Renrong, et al.
Published: (2026)
by: Shao, Renrong, et al.
Published: (2026)
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation
by: Wang, Ranmin, et al.
Published: (2024)
by: Wang, Ranmin, et al.
Published: (2024)
MM-UNet: Meta Mamba UNet for Medical Image Segmentation
by: Xie, Bin, et al.
Published: (2025)
by: Xie, Bin, et al.
Published: (2025)
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
by: Ruan, Jiacheng, et al.
Published: (2024)
by: Ruan, Jiacheng, et al.
Published: (2024)
Malaria Detection from Blood Cell Images Using XceptionNet
by: Nusrat, Warisa, et al.
Published: (2025)
by: Nusrat, Warisa, et al.
Published: (2025)
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation
by: Wang, Jinhong, et al.
Published: (2024)
by: Wang, Jinhong, et al.
Published: (2024)
An Efficient Dual-Line Decoder Network with Multi-Scale Convolutional Attention for Multi-organ Segmentation
by: Hassan, Riad, et al.
Published: (2025)
by: Hassan, Riad, et al.
Published: (2025)
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
by: Zhu, Wenhui, et al.
Published: (2024)
by: Zhu, Wenhui, et al.
Published: (2024)
SwinTextUNet: Integrating CLIP-Based Text Guidance into Swin Transformer U-Nets for Medical Image Segmentation
by: Yeafi, Ashfak, et al.
Published: (2026)
by: Yeafi, Ashfak, et al.
Published: (2026)
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation
by: Wang, Ziyang, et al.
Published: (2024)
by: Wang, Ziyang, et al.
Published: (2024)
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation
by: Liu, Xiao, et al.
Published: (2024)
by: Liu, Xiao, et al.
Published: (2024)
ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation
by: Huang, Jing, et al.
Published: (2025)
by: Huang, Jing, et al.
Published: (2025)
GCA-ResUNet: Medical Image Segmentation Using Grouped Coordinate Attention
by: Ding, Jun, et al.
Published: (2025)
by: Ding, Jun, et al.
Published: (2025)
An Effective UNet Using Feature Interaction and Fusion for Organ Segmentation in Medical Image
by: Gou, Xiaolin, et al.
Published: (2024)
by: Gou, Xiaolin, et al.
Published: (2024)
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation
by: Wu, Renkai, et al.
Published: (2024)
by: Wu, Renkai, et al.
Published: (2024)
HyM-UNet: Synergizing Local Texture and Global Context via Hybrid CNN-Mamba Architecture for Medical Image Segmentation
by: Chen, Haodong, et al.
Published: (2025)
by: Chen, Haodong, et al.
Published: (2025)
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2025)
by: Jiang, Juntao, et al.
Published: (2025)
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation
by: Zhang, Mingya, et al.
Published: (2024)
by: Zhang, Mingya, et al.
Published: (2024)
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation
by: Wang, Ziyang, et al.
Published: (2024)
by: Wang, Ziyang, et al.
Published: (2024)
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
by: Xiong, Xinyu, et al.
Published: (2024)
by: Xiong, Xinyu, et al.
Published: (2024)
Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior
by: Mahmud, Tanvir, et al.
Published: (2024)
by: Mahmud, Tanvir, et al.
Published: (2024)
TM-UNet: Token-Memory Enhanced Sequential Modeling for Efficient Medical Image Segmentation
by: Jiao, Yaxuan, et al.
Published: (2025)
by: Jiao, Yaxuan, et al.
Published: (2025)
DAUNet: A Lightweight UNet Variant with Deformable Convolutions and Parameter-Free Attention for Medical Image Segmentation
by: Munir, Adnan, et al.
Published: (2025)
by: Munir, Adnan, et al.
Published: (2025)
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images
by: Rahman, Mohammad Amanour
Published: (2025)
by: Rahman, Mohammad Amanour
Published: (2025)
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation
by: Wu, Lanhu, et al.
Published: (2024)
by: Wu, Lanhu, et al.
Published: (2024)
MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation
by: Rahman, Md Maklachur, et al.
Published: (2026)
by: Rahman, Md Maklachur, et al.
Published: (2026)
Similar Items
-
LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2025) -
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024) -
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
by: Munir, Mustafa, et al.
Published: (2024) -
PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024) -
AdaptViG: Adaptive Vision GNN with Exponential Decay Gating
by: Munir, Mustafa, et al.
Published: (2025)