Weijian Xu's starred repositories

adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

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adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

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NIPS2017_adv_challenge_defense

Mitigating Adversarial Effects Through Randomization

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lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

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cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

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obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

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nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

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WINN

Wasserstein Introspective Neural Networks (CVPR 2018 Oral)

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spatial-transformer-network

A Tensorflow implementation of Spatial Transformer Networks.

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inn

Code for the ICCV 2017 paper "Introspective Neural Networks for Generative Modeling"

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inng

Introspective Neural Networks for Generative Modeling

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progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

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simpleinng

SimpleINNg: Simplified Version of INNg.

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