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Pouya Bashivan's Projects

auto-attack icon auto-attack

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

deepnet icon deepnet

Implementation of some deep learning algorithms.

eeg_cnn icon eeg_cnn

Python code for mental state recognition from EEG observations using CNN and RNN networks.

eeglearn icon eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

mnist_challenge icon mnist_challenge

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

multitask icon multitask

Code for Task representations in neural networks trained to perform many cognitive tasks

tensorflow icon tensorflow

Open source software library for numerical computation using data flow graphs.

trades icon trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

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