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justin's Projects

a2snn icon a2snn

Panagiotis Eustratiadis and Henry Gouk and Da Li and Timothy M. Hospedales. "A Stochastic Neural Network for Attack-Agnostic Adversarial Robustness". CoRR abs/2010.08852. (2020).

activelearning-sdm icon activelearning-sdm

Implementation of CVPR 2022 paper "Learning Distinctive Margin toward Active Domain Adaptation”

adacontrast icon adacontrast

Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"

ares icon ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

balancedmse icon balancedmse

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427

bayesiandefense icon bayesiandefense

Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network

bfa icon bfa

Pytorch implementation of Bit-Flip based adversarial weight Attack (BFA)

cagcn icon cagcn

Source code of NeurIPS 2021 Paper ''Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration''

cd-vae icon cd-vae

[NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"

cdcn icon cdcn

Central Difference Convolutional Networks (CVPR'20)

cleverhans icon cleverhans

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

cotta icon cotta

[CVPR22] CoTTA Code for our CVPR 2022 paper Continual Test-Time Domain Adaptation

cvpr_2019_pni icon cvpr_2019_pni

pytorch implementation of Parametric Noise Injection for adversarial defense

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