Official repository of CVPR 2024 paper "EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation"
☆345Jan 29, 2026Updated 5 months ago
Alternatives and similar repositories for EMCAD
Users that are interested in EMCAD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆81Nov 26, 2025Updated 7 months ago
- ☆102Nov 26, 2025Updated 7 months ago
- Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".☆158May 25, 2026Updated last month
- ☆21Mar 15, 2025Updated last year
- CVPR2024 Accepted Paper☆126Jun 17, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [AAAI 25] FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation☆79Dec 31, 2025Updated 6 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 9 months ago
- [WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention☆122Feb 5, 2024Updated 2 years ago
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆137Jun 26, 2024Updated 2 years ago
- A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation☆74Jun 1, 2024Updated 2 years ago
- This the repo for the paper tiltled "AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation"☆83Jul 12, 2024Updated last year
- Official Repository of EffiDec3D-CVPR2025 paper☆41Dec 24, 2025Updated 6 months ago
- Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder☆55Dec 21, 2023Updated 2 years ago
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆545Jun 23, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers, AIR 2023.☆261Nov 1, 2023Updated 2 years 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
- [MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation☆35Sep 10, 2025Updated 9 months ago
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆1,002Apr 4, 2024Updated 2 years ago
- ☆77Aug 20, 2024Updated last year
- LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation☆66Jan 30, 2026Updated 5 months ago
- ☆297Nov 10, 2025Updated 7 months ago
- Code for the paper "SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation "☆62Jan 19, 2025Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆59Jan 20, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆47Jul 26, 2024Updated last year
- [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …☆127Dec 2, 2024Updated last year
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆854Sep 3, 2025Updated 10 months ago
- [ECCV 2024] Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation☆130Nov 10, 2025Updated 7 months ago
- [IEEE TCYB 2024] CTNet: Contrastive Transformer Network for Polyp Segmentation☆41Mar 19, 2025Updated last year
- [CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures☆278Nov 27, 2025Updated 7 months ago
- Official repository for EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation (MICCAI 2024)☆82Feb 13, 2025Updated last year
- [TNNLS 2026] SvANet: Exploiting Scale-Variant Attention for Segmenting Small Medical Objects☆72Jan 29, 2026Updated 5 months ago
- ☆14Sep 12, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆568Jun 28, 2025Updated last year
- ☆66Jun 12, 2024Updated 2 years ago
- CVPR 2024 Highlight: Frequency-Adaptive Dilated Convolution for Semantic Segmentation☆165Dec 25, 2024Updated last year
- Merging Context Clustering with Visual State Space Models for Medical Image Segmentation☆62Aug 1, 2025Updated 11 months ago
- ☆75Nov 26, 2025Updated 7 months ago
- ☆25May 8, 2025Updated last year
- Official implementation codes of the SF_UNet☆34Jan 12, 2025Updated last year