https://github.com/wangkai930418/hcv_iirc

code for our BMVC 2021 paper "HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification"
https://github.com/wangkai930418/hcv_iirc

bmvc continual-learning incremental-learning

Last synced: about 1 year ago
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code for our BMVC 2021 paper "HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification"

• Host: GitHub
• URL: https://github.com/wangkai930418/hcv_iirc
• Owner: wangkai930418
• License: mit
• Created: 2021-10-20T16:26:37.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-10-28T21:33:29.000Z (over 3 years ago)
• Last Synced: 2025-03-27T06:05:45.186Z (about 1 year ago)
• Topics: bmvc, continual-learning, incremental-learning
• Language: Python
• Homepage:
• Size: 2.08 MB
• Stars: 14
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# HCV_IIRC

 code for our BMVC 2021 paper [HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification](https://arxiv.org/abs/2110.11148) by [Kai Wang](https://wangkai930418.github.io/), [Xialei Liu](https://xialeiliu.github.io/), [Luis Herranz](http://www.lherranz.org/) and [Joost van de Weijer](http://www.cvc.uab.es/LAMP/joost/).

## IIRC setup

![Framework](./iirc_setup.jpg)

## Our proposal: HCV 

![Framework](./hcv_modify.jpg)

## Reproducing

The code is base on [IIRC: Incremental Implicitly-Refined Classification](https://github.com/chandar-lab/IIRC)

You need to first download [cifar100](https://www.cs.toronto.edu/~kriz/cifar.html), then place it in this repository as:

```

|-- cifar100/cifar-100-python/

    |-- meta

    |-- test

    |-- train

```

Then run the script as below:

```

bash ./iirc_2_cifar_scripts.sh

```