Pinned Repositories
3DCommonCorruptions
3D Common Corruptions and Data Augmentation, CVPR 2022 [Oral]
ABL
Anti-Backdoor learning (NeurIPS 2021)
adv-training-corruptions
On the effectiveness of adversarial training against common corruptions [UAI 2022]
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)
CLPA
tutorials
A series of machine learning tutorials for Torch7
UltraClean
STL
Official Pytorch Implementation of Self-emerging Token Labeling
bxz9200's Repositories
bxz9200/On.the.Trade-off.between.Adversarial.and.Backdoor.Robustness
Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)
bxz9200/AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
bxz9200/cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
bxz9200/pytorch-adversarial-training
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
bxz9200/DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
bxz9200/robust-local-lipschitz
A Closer Look at Accuracy vs. Robustness
bxz9200/fast_adversarial
[ICLR 2020] A repository for extremely fast adversarial training using FGSM
bxz9200/BigGAN-tensorflow
Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis
bxz9200/rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
bxz9200/game-of-noise
Trained model weights, training and evaluation code from the paper "Increasing the robustness of DNNs against image corruptions by playing the Game of Noise"
bxz9200/Hidden-Trigger-Backdoor-Attacks
Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
bxz9200/Deep-Learning
bxz9200/CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
bxz9200/ConvexPolytopePosioning
ConvexPolytopePosioning
bxz9200/BigGAN-PyTorch
See https://github.com/ilyakava/gan for results on Imagenet 128. Code for a Multi-Hinge Loss with K+1 Conditional GANs
bxz9200/GTSRB
Convolutional Neural Network for German Traffic Sign Recognition Benchmark
bxz9200/dataset-distillation
Dataset Distillation
bxz9200/Neural_Network_Weight_Attack
Changing several bit which overwhelms the quantized CNN
bxz9200/adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
bxz9200/models
Models and examples built with TensorFlow
bxz9200/tensornets
High level network definitions with pre-trained weights in TensorFlow
bxz9200/pytorch-cifar
95.16% on CIFAR10 with PyTorch
bxz9200/dcgan_code
Deep Convolutional Generative Adversarial Networks
bxz9200/VGG-cifar
A TensorFlow implementation of VGG networks for image classification
bxz9200/tensorflow-adversarial
Crafting adversarial images
bxz9200/WassersteinGAN
bxz9200/Fine-pruning-defense
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)
bxz9200/Cifar-Autoencoder
A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.
bxz9200/imagenet_validation
bxz9200/CIFAR10-VGG19-Tensorflow