qiqi-helloworld

A-Simple-and-Effective-Framework-for-Pairewise-Distance-Metric-Learning

Detailed implementation of the paper

RECOVER

The code for the paper "An Online Method for A Class of Distributionally Robust Optimization with Non-Convex Objectives"

ABSGD

Implemented ABSGD Algorithm in the Paper https://arxiv.org/abs/2012.06951

qiqi-helloworld.github.io

COVID-LT

Constructed Long-Tail Covid Dataset by making use of CherXpert and COVID-19 image datacollection.

JDataCompetitionFinalCode

With two month hard work, my team achieved 13th rank of the algorithms game, not that good also not bad. So I upload our code here, share our experiment, hope it would be useful for the beginners.

Crawler

ICCV2021_DeepAUC

Official implementation of the paper "Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification, ICCV2021"

auprc_rebuttal

Automatic-Analysis-Research-of-Optimization-Algorithm-Performance

beautiful-jekyll

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

bigBatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

bokunwang1.github.io

boltzmann-machines

Boltzmann Machines in TensorFlow with examples

DC-Functions-with-Nonconvex-Nonsmooth-Regularizer

This is part of the code about PU learning of the paper http://proceedings.mlr.press/v97/xu19c/xu19c.pdf

deeplearning-models

A collection of various deep learning architectures, models, and tips

facenet

Face recognition using Tensorflow

facenet_pytorch

PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

fast-dro

PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets

HUCAM

ACM practice by JAVA

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

jd

JData京东算法大赛入门程序

Keras-FlappyBird

Using Keras and Deep Q-Network to Play FlappyBird

models

Models and examples built with TensorFlow

Numeric-Represents-on-Evolutionary-Fitness-Results

Recent Research Work.

pytorch-custom-cuda-tutorial

Tutorial for building a custom CUDA function for Pytorch

qiqi-helloworld.github.io-qiqi

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

SCDRO

This is the official code for the TMLR paper "Stochastic Constrained DRO with a Complexity Independent of Sample Size"

Stochastic-Optimization-of-Areas-Under-Precision-Recall-Curves-with-Provable-Convergence-AUPRC

@article{qi2021stochastic, title={Stochastic Optimization of Area Under Precision-Recall Curve for Deep Learning with Provable Convergence}, author={Qi, Qi and Luo, Youzhi and Xu, Zhao and Ji, Shuiwang and Yang, Tianbao}, journal={arXiv preprint arXiv:2104.08736}, year={2021} }

vision

Datasets, Transforms and Models specific to Computer Vision