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Official pytorch implementation of Efficient Dual-line Decoder with Multi-Scale Convolutional Attention for Multi Organ segmentation which is published in Biomedical Signal Processing and Control J…

Python 8 Updated Nov 27, 2025

PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM

Python 5 2 Updated Jun 13, 2024

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

Python 560 73 Updated Mar 15, 2024

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

Python 7 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

5 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 70 3 Updated Oct 30, 2025

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

Python 55 4 Updated Jan 12, 2026

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

Python 30,805 3,667 Updated Feb 4, 2026

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 Feb 5, 2026

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

Python 185 11 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, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.

Python 51,628 4,262 Updated Feb 5, 2026

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

Python 67 9 Updated Dec 8, 2025

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

Python 230 21 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 37,166 9,428 Updated Oct 22, 2025

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

Python 66,920 8,139 Updated Feb 4, 2026

🧑‍🏫 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 65,643 6,607 Updated Jan 22, 2026

Animation engine for explanatory math videos

Python 84,295 7,108 Updated Oct 20, 2025

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

Rust 106,924 15,875 Updated Feb 5, 2026

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 1 Updated Sep 10, 2025

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

Python 1,642 195 Updated Jan 10, 2026
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