Xinyang Zhang's repositories
pytorch-saliency
Real-time image saliency 🌠 (NIPS 2017)
bayes-by-backprop
PyTorch implementation of "Weight Uncertainty in Neural Networks"
clean-fid
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
datutorial
learning some domain adpation
DeepConcolic
Concolic Testing for Deep Neural Networks
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
EvadeML-Zoo
Benchmarking and Visualization Tool for Adversarial Machine Learning
FactorVAE
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
isic2018
Code for the ISIC2018 Lesion Diagnosis Challenge
L0_regularization
Learning Sparse Neural Networks through L0 regularization
Large-Scale-OT
Stochastic algorithms for computing Regularized Optimal Transport
mctsalgs
Study Monte Carlo Search Tree Algorithms
nettack
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
neural-motifs
Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms
playGNNs
some experimental stuffs with Graph Neural Networks (and variants)
residual-flows
code for "Residual Flows for Invertible Generative Modeling".
SaliencyMapper
Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857
scene-graph-TF-release
"Scene Graph Generation by Iterative Message Passing" code repository
SCNN_Pytorch
Pytorch implementation of "Spatial As Deep: Spatial CNN for Traffic Scene Understanding"
Somedockers
to hold some docker images for future usage
ssl_bad_gan
Good Semi-Supervised Learning That Requires a Bad GAN
stAdv
Spatially Transformed Adversarial Examples with TensorFlow
tensorfuzz
A library for performing coverage guided fuzzing of neural networks
Ultra-Fast-Lane-Detection
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)