Ziwei-Niu

100-Days-Of-ML-Code

100 Days of ML Coding

Adversarial-Single-Domain-Generalization

This is the official pytorch implementation of "Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation" of MICCAI2022

app

小程序

awesome-source-free-test-time-adaptation

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

cross-domain-segmentation-TSNE

This code is for cross-domain segmentation tasks, which can plot T-sne of domains and classes

CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++）

DG_for_MedIA

Domain-generalization

This is a repository for organizing papers ,codes, and etc related to Domain Generalization

JARVIS

JARVIS, a system to connect LLMs with ML community

zotero-arxiv-daily

Recommend new arxiv papers of your interest daily according to your Zotero libarary.

Ziwei-Niu/awesome-source-free-test-time-adaptation

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

Ziwei-Niu/Adversarial-Single-Domain-Generalization

This is the official pytorch implementation of "Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation" of MICCAI2022

Ziwei-Niu/100-Days-Of-ML-Code

100 Days of ML Coding

Ziwei-Niu/app

小程序

Ziwei-Niu/awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

Ziwei-Niu/Deep-learning-activity-recognition

A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)

Ziwei-Niu/CAR

CAR: Class-aware Regularizations for Semantic Segmentation (ECCV-2022)

Ziwei-Niu/Causality-Medical-Image-Domain-Generalization

[IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)

Ziwei-Niu/CLIMATv2

CLIMATv2: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data

Ziwei-Niu/dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

Ziwei-Niu/DCAC

Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.

Ziwei-Niu/deepOF

TensorFlow implementation for "Guided Optical Flow Learning"

Ziwei-Niu/Dofe

code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets

Ziwei-Niu/Dual-Normalization

[CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

Ziwei-Niu/FedDG-ELCFS

[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

Ziwei-Niu/ig65m-pytorch

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

Ziwei-Niu/IRLSG

Ziwei-Niu/mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679

Ziwei-Niu/Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

Ziwei-Niu/MMWHS

完成的心脏分割工作，欢迎大家star

Ziwei-Niu/MT-UNet

Official Code for *Mixed Transformer UNet for Medical Image Segmentation*

Ziwei-Niu/Pytorch-Medical-Segmentation

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

Ziwei-Niu/RAM-DSIR

[ECCV'22] Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

Ziwei-Niu/RIPU

[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

Ziwei-Niu/SIFA

[TMI'20, AAAI'19] Synergistic Image and Feature Adaptation

Ziwei-Niu/SLAug

[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"

Ziwei-Niu/SRC-MT

[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

Ziwei-Niu/ST-Net

Deep learning on histopathology images.

Ziwei-Niu/ViP

Video Platform for Action Recognition and Object Detection in Pytorch

Ziwei-Niu/XDED

Official PyTorch implementation of "Cross-Domain Ensemble Distillation for Domain Generalization" (ECCV 2022)