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Hi, I'm Shuai Xie, a CS master student graduated from Zhejiang University.

  • 🎯 I’m currently working on Cloud-native Large Scale End2End Machine Learning System.
  • 🎨 I’m currently learning kubernetes and kubeflow.

Shuai Xie's Projects

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

animl icon animl

Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".

asm_core icon asm_core

Active Sample Mining on VOC detection dataset

atss icon atss

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

balancedgroupsoftmax icon balancedgroupsoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

bisenet icon bisenet

mIOU=78.4 on cityscapes. My implementation of paper: BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

bisenet-ccp icon bisenet-ccp

extends Scene Segmentation to Instance Segmentation using 8-Connected Components Decision.

bisenet-compression icon bisenet-compression

10 variants of original BiSeNet with performance comparison, the faster, the better.

bisenet-wali icon bisenet-wali

Compress BiSeNet with Structure Knowledge Distillation for Real-time image segmentation on wali-TX2

book icon book

:books: All programming languages books

carefree-learn icon carefree-learn

A minimal Automatic Machine Learning (AutoML) solution for tabular datasets based on PyTorch

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