• Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    Python
  • Created about 7 years ago
  • Updated about 7 years ago

Reviews

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

Repository Details

Experiments with center loss function for image classification on resnet architecture

More Repositories

1

sortpool2d

A new kind of pooling layer for faster and sharper convergence
Python
76
star
2

salient_imagenet

Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?
Jupyter Notebook
36
star
3

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
Python
36
star
4

barlow

Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction
Jupyter Notebook
35
star
5

orthogonal-convolution

Github repo for my experiments with the orthogonal convolution idea
Python
22
star
6

loss-exps

Experiments with different loss functions for image classification
Python
20
star
7

SOC

Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
Python
18
star
8

CASO

code for the paper https://arxiv.org/abs/1902.00407
Python
13
star
9

CONV-SV

A fast and efficient way to compute a differentiable bound on the singular values of convolution layers
Python
11
star
10

word-language-model

word-language-model imported and modified from pytorch-examples
Python
6
star
11

improved_l2_robustness

Python
4
star
12

fantastic-four

Code for the ICLR paper: https://openreview.net/forum?id=JCRblSgs34Z
Python
4
star
13

so-robust

Code for ICML paper "Second-Order Provable Defenses against Adversarial Attacks"
Python
3
star
14

sparse-convolution

Code for sparse convolution written in C++
C++
2
star
15

singlasahil14.github.io

HTML
1
star
16

char-rnn

Python
1
star
17

data-augmentation

Code for fast data augmentation
Python
1
star