Awesome
AdaMixUp
This repo contains the code for AdaMixUp, as presented in the paper "MixUp as Locally Linear Out-of-Manifold Regularization", by Hongyu Guo, Yongyi Mao and Richong Zhang, AAAI 2019 (https://arxiv.org/abs/1809.02499)
Requirements and Installation:
- A computer running macOS or Linux
- Tensorpack: https://github.com/tensorpack/tensorpack
- Python version 2.7
- A Tensorflow installation
Training:
$ CUDA_VISIBLE_DEVICES=0 python GitHub.AdaMixup.AAAI.MNIST.Cifar.py
Acknowledgement:
This reimplementation of AdaMixup is adapted from https://github.com/tensorpack/tensorpack/blob/master/examples/ResNet/cifar10-preact18-mixup.py and https://github.com/tensorpack/tensorpack/blob/master/examples/basics/mnist-convnet.py