Haibin Zheng's repositories
CertPri
Certifiable Prioritizing Test Inputs for Deep Neural Networks
NeuronFair
Interpretable White-Box Fairness Testing through Biased Neuron Identification
GONE
We propose GONE, a Generic O(1) NoisE layer added behind any DNNs’ output layer at the inference stage.
CaseRecommender
Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
rosita
ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration
prioritize_PRIMA
This is the implementation repository of our ICSE 2021 paper: Prioritizing Test Inputs for Deep Neural Networks via Mutation Analysis.
fairlearn
A Python package to assess and improve fairness of machine learning models.
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
fairness-indicators
Tensorflow's Fairness Evaluation and Visualization Toolkit
VidVRD-helper
Video Visual Relation Detection
faceswap
Deepfakes Software For All
Reverse-Cross-Entropy
Reverse Cross Entropy Training for Adversarial Detection (NeurIPS 2018)
umap
Uniform Manifold Approximation and Projection
inversecooking
Recipe Generation from Food Images
AdversarialAttack-FineFool
FineFool: Fine Object Contour Attack via Attention, an adversarial attack method combined with attention mechanism
tensorflow
An Open Source Machine Learning Framework for Everyone
tpu
Reference models and tools for Cloud TPUs.
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
physical-attack
Physical attack on face, license plate and road sign recognition system
D-GEX
Deep learning for gene expression inference