Official repository of CVPR 2024 paper "EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation"
☆325Jan 29, 2026Updated last month
Alternatives and similar repositories for EMCAD
Users that are interested in EMCAD are comparing it to the libraries listed below
Sorting:
- ☆77Nov 26, 2025Updated 3 months ago
- ☆96Nov 26, 2025Updated 3 months ago
- ☆19Mar 15, 2025Updated last year
- Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".☆143Nov 15, 2025Updated 4 months ago
- [AAAI 25] FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation☆68Dec 31, 2025Updated 2 months ago
- [BMVC 2024] Official repository of the paper titled "MSA^2 Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentat…☆70Oct 2, 2025Updated 5 months ago
- [WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention☆118Feb 5, 2024Updated 2 years ago
- CVPR2024 Accepted Paper☆122Jun 17, 2024Updated last year
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆134Jun 26, 2024Updated last year
- A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation☆73Jun 1, 2024Updated last year
- This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"☆82Jul 12, 2024Updated last year
- Official Repository of EffiDec3D-CVPR2025 paper☆36Dec 24, 2025Updated 2 months ago
- Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder☆53Dec 21, 2023Updated 2 years ago
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆521Jun 23, 2025Updated 8 months ago
- [MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation☆27Sep 10, 2025Updated 6 months ago
- [ISBI 2024] Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation…☆16Feb 23, 2025Updated last year
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆966Apr 4, 2024Updated last year
- ☆73Aug 20, 2024Updated last year
- LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation☆65Jan 30, 2026Updated last month
- ☆287Nov 10, 2025Updated 4 months ago
- Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers, AIR 2023.☆255Nov 1, 2023Updated 2 years ago
- [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …☆124Dec 2, 2024Updated last year
- Code for the paper "SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation "☆60Jan 19, 2025Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆58Jan 20, 2025Updated last year
- ☆49Jul 26, 2024Updated last year
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆813Sep 3, 2025Updated 6 months ago
- [ECCV 2024] Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation☆131Nov 10, 2025Updated 4 months ago
- [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures☆245Nov 27, 2025Updated 3 months ago
- [IEEE TCYB 2024] CTNet: Contrastive Transformer Network for Polyp Segmentation☆41Mar 19, 2025Updated last year
- Official repository for EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation (MICCAI 2024)