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RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks (this repository also contains implementations for CROWN, FastLin and FastLip)
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
Development Repository for GPU-accelerated GBDT training
Robustness vs Accuracy Survey on ImageNet
HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent
Show-and-Fool: Adversarial Examples for Image Captioning task
130 contributions in the last year
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