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MixStyleFlow: Domain Generalization in Medical Image Segmentation using Normalizing Flows, MICCAI 2025

Python 6 Updated Sep 22, 2025

S-Net: A Novel Shallow Network for Enhanced Detail Retention in Medical Image Segmentation

Python 2 Updated Oct 14, 2025

The official pytorch implementation about ''Frequency-Spatial Collaborative Matching for Cross-Domain One-Shot Medical Image Segmentation''

1 Updated Nov 6, 2025

When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation

4 Updated Dec 1, 2025

Fourier Domain Adaptation.

Python 7 Updated Mar 20, 2023

DCM-Net: dual-encoder CNN-Mamba network with cross-branch fusion for robust medical image segmentation

2 Updated Oct 24, 2025

Official PyTorch implementation of the paper "RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation"

Python 63 3 Updated Oct 30, 2025

Official repository of ICCV 2025 CVAMD Oral paper: MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation

Python 32 3 Updated Oct 21, 2025

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Python 30,600 3,625 Updated Dec 20, 2025

DLKUNet: A Lightweight and Efficient Network With Depthwise Large Kernel for Medical Image Segmentation

Python 2 Updated Nov 10, 2025

Deep learning-based segmentation framework for automated spleen length measurement from ultrasound images, achieving human-level accuracy with a modified U-Net and PCA-based post-processing.

Python 7 Updated Sep 9, 2025

[ArXiv' 25] HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling

Python 9 2 Updated Dec 20, 2025

[IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation

Python 184 10 Updated Jun 12, 2025

A multi-scale feature fusion lightweight U-Net for efficient medical image segmentation

Python 1 Updated Aug 20, 2025

MSSMamba: Hybrid Multi-scale Spatial-State Mamba with Frequency-Adaptive Boundary Refinement for Medical Image Segmentation

Python 2 Updated Aug 28, 2025

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.

Python 49,671 4,095 Updated Dec 20, 2025

The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".

Python 66 9 Updated Dec 8, 2025

[CVPR 2025] SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures

Python 210 18 Updated Nov 27, 2025

2025年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。

Python 37,095 9,441 Updated Oct 22, 2025

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Python 64,267 7,788 Updated Dec 20, 2025

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 64,833 6,561 Updated Nov 11, 2025

Animation engine for explanatory math videos

Python 82,490 6,988 Updated Oct 20, 2025

An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.

Rust 104,478 15,402 Updated Dec 20, 2025

C++ implementation of the Ramer-Douglas-Peucker algorithm (binding to python via pybind11) https://deepwiki.com/cubao/pybind11-rdp

Python 18 1 Updated May 29, 2025

[MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation

Python 24 Updated Sep 10, 2025

An open-source implementaion for fine-tuning Qwen-VL series by Alibaba Cloud.

Python 1,494 189 Updated Dec 19, 2025

QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images

Jupyter Notebook 10 3 Updated Mar 7, 2025

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Python 5,922 363 Updated Dec 20, 2025

Refine high-quality datasets and visual AI models

Python 10,163 693 Updated Dec 19, 2025
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