Kirk-Zhen

Data-Efficient-Swin-Transformer

This is an implementation for a combined mechanism of Swin-Transformer and DeiT.

Fast-Monte-Carlo-Algorithm-for-Matrix-Multiplication

A python implementation of the Fast Monte Carlo Algorithm for Approximate Matrix Multiplication

DANN

An implementation of Domain Adversarial Neural Network (DANN)

Generating-Sketches-From-Images-CycleGAN-pix2pix

Reproducibility of pix2pix and CycleGAN

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-explanatory-supervision

List of relevant resources for machine learning from explanatory supervision

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

DeepLearningHealthcare-BiteNet

Reproducibility of Bidirectional Temporal Encoder Network (BiteNet)

Motif-Finding

Experiment and implementation of Gibbs Sampling for Motif-Finding

oddBall

This is an implementation of oddBall

Basel-Problem-Non-Differential-Proof

Chernoff-Bound-for-Symmetric-Independent-Random-Variable

DeepLearners-California-Unemployment

Group Project - UIUC CS547/IE534 Deep Learning

KDD2019_HetGNN

code of HetGNN

rrcf

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

SHOT

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

SHOT-plus

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"