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Code example for the paper, "Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness."
Paper list for equivariant neural network
This is the source code for the paper "Improving Adversarial Training by Circumventing Intrinsic Gradients Obfuscation"
Group equivariant CNN in pytorch
Group Equivariant Convolutional Neural Networks
Source code for the paper "Improving robustness of deep neural network via large-difference transformation" https://www.sciencedirect.com/science/article/pii/S092523122100504X
10 typical problems in leetcode
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
Experiments with Group Equivariant Convolutions in PyTorch
A Closer Look at Accuracy vs. Robustness
Convolutional neural network (2D index) approximate invariant properties implicitly by max-pooling. Thus filters fail to generalize with drastic changes in scale and rotation. In this page, I show 2D convolution on "Frequency" & "Direction" is a natural way to think of scaling and rotation.
Study the Scale Invariance or Equivariance Convolutional Neural Network
Scale-Steerable CNN Implementation for PyTorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.