srVAEVAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.
WhiteBox-Part1In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
cifar10Predict CIFAR-10 labels with 88% accuracy using keras.
pcdarts-tf2PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
numpy-cnnA numpy based CNN implementation for classifying images
AlexNetAlexNet model from ILSVRC 2012
gans-2.0Generative Adversarial Networks in TensorFlow 2.0
C2DPyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"