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[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
Official Implementation of MultiTrans: Multi-Branch Transformer Network for Medical Image Segmentation (2024).
[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)
Cross-scale Transformers with Boundary Guided Attention for Medical Image Segmentation
Official PyTorch implementation of UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation (ACMMM 2021)
Official implementation of [AAAI2025] S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging.
Collection of awesome medical dataset resources.
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation
Official code for CSSNet: Cascaded Spatial Shift Network for Medical Image Segmentation
A curated list of visual attention modules
Awesome List of Attention Modules and Plug&Play Modules in Computer Vision
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)
开源社区中最优秀的广告规则之一,适用于AdGuard (iOS/Android)/Home/DNS、AdAway、hosts、Mosdns、ClashMeta、QuantumultX等众多主流广告拦截工具/代理工具的广告规则。
Official repo for Medical Image Segmentation Review: The Success of U-Net
Code release for "Gaze-Assisted Medical Image Segmentation" [AIM-FM @ NeurIPS, 2024]
⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)
[CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"
The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"
Awesome Active Domain Adaptation for Medical Image Analysis
面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版