ma-xu

SPANet

Codes of "SPANet: Spatial Pyramid Attention Network for Enhanced Image Recognition"

DNN

A DNN learning project

Non-Local

Compare Non-Local, GC, SE and Global_Average_Pooling

Attention

NANet

Code for "Attention Meets Normalization and Beyond"

ResidualAttention

SparseSENet

For REU project

hpc_yolo3

an object detection framework for UNT REU 2019 project.

CIFAR-ZOO

PyTorch implementation of CNNs for CIFAR dataset (97.71% on cifar10)

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

ImageNet.fastai

imagenet.pytorch

imagenet_nv

incrementalAD

This is a project for Incremental Anomaly Detection, which is written in MATLAB. The used techniques including: incremental LDA, incremental SVM, SMOTE, hard negative mining.

Learning_keras

A learning demo for DNN based on keras

MLproject

The project for Machine Learning

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

RDA_cifar_GCP

RDA on CIFAR100

RDANet

residual decoupled attention on imagenet

SENet

Squeeze-and-Excitation Networks

ssd_keras

A Keras port of Single Shot MultiBox Detector

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Odevity

pytorch-center-loss

Pytorch implementation of Center Loss

WritingTips

"Good scientific writing is not a matter of life and death; it is much more serious than that."

EVT

Extreme Value Theory

RNAN

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

SPIN

Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"