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28 results for source starred repositories
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Semi-supervised Medical Image Segmentation through Dual-task Consistency

Python 293 49 Updated Mar 7, 2022

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

Python 2,227 401 Updated Oct 16, 2023

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Python 2,087 296 Updated Dec 23, 2024

STUMPY is a powerful and scalable Python library for modern time series analysis

Python 3,695 323 Updated Nov 17, 2024

A python library for user-friendly forecasting and anomaly detection on time series.

Python 8,181 895 Updated Dec 24, 2024

ETNA – Time-Series Library

Python 869 81 Updated Aug 9, 2023

Open source time series library for Python

Python 2,113 240 Updated Oct 24, 2023

A Library for Advanced Deep Time Series Models.

Python 7,530 1,200 Updated Dec 23, 2024

Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)

Python 17 Updated Jun 27, 2023

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

Python 1,308 187 Updated Aug 28, 2023

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python 9,853 1,690 Updated Dec 24, 2024

deep learning for image processing including classification and object-detection etc.

Python 23,626 8,052 Updated Jul 25, 2024

这是各个主干网络分类模型的源码,可以用于训练自己的分类模型。

Python 407 81 Updated Nov 6, 2022
Python 3 1 Updated Nov 24, 2021

[IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images

Python 16 3 Updated Apr 11, 2023

Code implementation for our paper ACCEPTED in ISBI, 2022

Python 39 5 Updated Mar 15, 2022

Latex code for making neural networks diagrams

TeX 22,450 2,894 Updated Aug 21, 2023

The repository contains the PyTorch implementation of "Duplex Contextual Relations for PolypSegmentation"

Python 35 5 Updated Mar 11, 2021

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

Python 869 195 Updated Feb 29, 2024

This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.

Python 46 11 Updated May 14, 2022

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Python 2,520 512 Updated Jul 26, 2024

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Bet…

Python 393 84 Updated Mar 11, 2024

Pytorch implementation of "Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)"

Python 79 18 Updated Jul 26, 2021

State-of-the-art 2D and 3D Face Analysis Project

Python 23,841 5,460 Updated Dec 5, 2024

PyTorch implementation of Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation, IJCAI 2022.

Python 24 3 Updated Aug 25, 2022

OpenMMLab Model Compression Toolbox and Benchmark.

Python 1,504 231 Updated Jun 11, 2024

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content…

Python 817 123 Updated Nov 5, 2023

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Python 2,259 395 Updated Jul 4, 2024
28 results for source starred repositories