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Fartash Faghri's Projects

cleverhans icon cleverhans

A library for benchmarking vulnerability to adversarial examples

cuimage.torch icon cuimage.torch

A Cuda implementation of some functions in the image package

foptim icon foptim

Benchmark Framework for Mini-batch Optimization Methods

gvar_code icon gvar_code

Code for the paper "A Study of Gradient Variance in Deep Learning" and a number of other ideas.

hog.python icon hog.python

A python wrapper for Histogram of Oriented Gradients (HOG) descriptor.

hog.torch icon hog.torch

A Cuda implementation of Histogram of Oriented Gradients (HOG) for Torch

nuqsgd icon nuqsgd

PyTorch Code for the paper "NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization"

python-mode icon python-mode

Vim python-mode. PyLint, Rope, Pydoc, breakpoints from box.

robust_bias icon robust_bias

JAX code for paper "Bridging the Gap Between Adversarial Robustness and Optimization Bias"

taglist.vim icon taglist.vim

Source code browser (supports C/C++, java, perl, python, tcl, sql, php, etc)

under_convnet icon under_convnet

Caffe code for the paper "Adversarial Manipulation of Deep Representations"

vsepp icon vsepp

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

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