vincentwenxu Goto Github PK

adversarial_survey

Robustness vs Accuracy Survey on ImageNet

darts

Differentiable architecture search for convolutional and recurrent networks

dverge

Pytorch implementation of our NeurIPS'20 paper "DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles" https://arxiv.org/abs/2009.14720.

genetic-algorithm-rnn

Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration

genetic-cnn

CNN architecture exploration using Genetic Algorithm

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

mmd-variational-autoencoder-pytorch-infovae

Implementation of the MMD VAE paper (InfoVAE: Information Maximizing Variational Autoencoders) in pytorch

nas-with-code

Neural Architecture Search (NAS) papers with code

phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-distributed-slurm-example

pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-practice

Some example scripts on pytorch

pytorch-self-distillation-final

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.