singlasahil14/salient_imagenet

Stars
36
Rank 735,472 (Top 15 %)
Language
Jupyter Notebook
License
Other
Created over 2 years ago
Updated about 2 years ago

singlasahil14/salient_imagenet

singlasahil14

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?

sortpool2d

A new kind of pooling layer for faster and sharper convergence

style-transfer

style transfer code for generating stylized images using content and style loss from different layers, from different loss networks (vgg-16, vgg-19, inception-v1, inception-v2, inception-v3 trained on imagenet, inception-v3 trained on openimages, inception-v4

barlow

Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction

Jupyter Notebook

orthogonal-convolution

Github repo for my experiments with the orthogonal convolution idea

loss-exps

Experiments with different loss functions for image classification

SOC

Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100

CASO

code for the paper https://arxiv.org/abs/1902.00407

CONV-SV

A fast and efficient way to compute a differentiable bound on the singular values of convolution layers

word-language-model

word-language-model imported and modified from pytorch-examples

resnet-exps

Experiments with center loss function for image classification on resnet architecture

improved_l2_robustness

fantastic-four

Code for the ICLR paper: https://openreview.net/forum?id=JCRblSgs34Z

so-robust

Code for ICML paper "Second-Order Provable Defenses against Adversarial Attacks"

sparse-convolution

Code for sparse convolution written in C++

singlasahil14.github.io

char-rnn

data-augmentation

Code for fast data augmentation