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  • 👋 Hi, I’m @GeniusHTX
  • 👀 I’m interested in ML,DL
  • 🌱 I’m currently learning Pytorch, tensorflow
  • 📫 How to reach me , [email protected]

GeniusHTX's Projects

alpha-beta-crown icon alpha-beta-crown

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021 and 2022)

c-tran icon c-tran

General Multi-label Image Classification with Transformers

caffe icon caffe

Caffe: a fast open framework for deep learning.

cbd icon cbd

Certified backdoor detection

cifar10_challenge icon cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

club icon club

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

docs icon docs

TensorFlow documentation

eidig icon eidig

Source code, datasets and models of the paper "Efficient White-box Fairness Testing through Gradient Search" by Lingfeng Zhang, Yueling Zhang, Min Zhang in ISSTA'21.

lowprofool icon lowprofool

Repository of the paper "Imperceptible Adversarial Attacks on Tabular Data" presented at NeurIPS 2019 Workshop on Robust AI in Financial Services (Robust AI in FS 2019)

mnist_challenge icon mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tdlmr2aa-paddle icon tdlmr2aa-paddle

Towards Deep Learning Models Resistant to Adversarial Attacks论文复现

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