Zi-Xin Wang's repositories
Semantic-Segmentation
Paper list for Semantic Segmentation from zero
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
awesome-public-datasets
A topic-centric list of HQ open datasets.
ConvCRF
This repository contains the reference implementation for our proposed Convolutional CRFs.
CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
da-sac
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
disentangle
Experiments for understanding disentanglement in VAE latent representations
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
IntraDA
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
meta-calibration
Official PyTorch implementation of "Meta-Calibration: Meta-Learning of Model Calibration Using Differentiable Expected Calibration Error"
MetaCorrection
[CVPR'21] MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
PyTorch-Encoding
A CV toolkit for my papers.
Pytorch-Memory-Utils
pytorch memory track code
R-CNN
目标检测 - R-CNN算法实现
semanticGAN_code
Official repo for SemanticGAN https://nv-tlabs.github.io/semanticGAN/
spinalcordtoolbox
Comprehensive and open-source library of analysis tools for MRI of the spinal cord.
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
Unsupervised-Domain-Adaptation-with-Differential-Treatment
[CVPR 2020] Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation
wss
A simple consistency training framework for semi-supervised image semantic segmentation