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Salman's Projects

cutout icon cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

efficientml icon efficientml

Techniques for reducsing the size and improving the speed of neural networks

itcortex icon itcortex

Given object ground truth (identity, position, rotation, size, etc) create neuron(s) with firing rate patterns exhibiting various properties of Inferior Temporal Cortex

obj2pcd icon obj2pcd

Very basic converter from .obj file to .pcd file (and reverse)

one-pixel-attack-keras icon one-pixel-attack-keras

Keras reimplementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tutorials-micrograd icon tutorials-micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

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