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[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Python 213 16 Updated Feb 7, 2024

Official Implementation of MultiTrans: Multi-Branch Transformer Network for Medical Image Segmentation (2024).

Python 1 Updated Feb 3, 2025

[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

Python 113 12 Updated Oct 12, 2023
Python 52 6 Updated Jun 5, 2022

[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)

Python 38 2 Updated Jan 12, 2024
Python 66 3 Updated Mar 15, 2025

Cross-scale Transformers with Boundary Guided Attention for Medical Image Segmentation

Python 2 Updated Mar 16, 2023

Official PyTorch implementation of UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation (ACMMM 2021)

Python 154 47 Updated Nov 8, 2022

Official implementation of [AAAI2025] S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging.

Python 5 Updated Jan 25, 2025

Collection of awesome medical dataset resources.

751 62 Updated Jan 23, 2025

DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation

Python 11 Updated Dec 6, 2023

Official code for CSSNet: Cascaded Spatial Shift Network for Medical Image Segmentation

Python 6 Updated Jan 5, 2024

A curated list of visual attention modules

Python 9 Updated Feb 14, 2023

Awesome List of Attention Modules and Plug&Play Modules in Computer Vision

Python 1,159 170 Updated May 11, 2023

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

4,816 494 Updated Jul 30, 2024

Implementation of the AAAI-2025 paper "ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement".

Python 62 2 Updated Dec 14, 2024

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)

Jupyter Notebook 134 24 Updated Mar 22, 2024

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。

3,654 109 Updated Mar 24, 2025

Official repo for Medical Image Segmentation Review: The Success of U-Net

Jupyter Notebook 317 46 Updated Sep 30, 2024

Code release for "Gaze-Assisted Medical Image Segmentation" [AIM-FM @ NeurIPS, 2024]

Jupyter Notebook 11 Updated Oct 22, 2024

⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀

Shell 808 91 Updated Apr 20, 2023

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Python 11,823 1,961 Updated Dec 6, 2024

Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)

Python 175 16 Updated Jul 21, 2024

Solutions for nndl/exercise

Jupyter Notebook 112 47 Updated Jun 21, 2020

《神经网络与深度学习》案例与实践

Jupyter Notebook 949 204 Updated Nov 23, 2022

[CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"

Python 66 5 Updated Sep 27, 2024

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

Python 526 48 Updated Sep 2, 2023

Awesome Active Domain Adaptation for Medical Image Analysis

93 7 Updated Dec 15, 2024

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 16,518 2,048 Updated Feb 25, 2025
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