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Few-Shot and Continual Learning with Attentive Independent Mechanisms

This repository is the official implementation of Few-Shot and Continual Learning with Attentive Independent Mechanisms that has been accepted to International Conference of Computer Vision (ICCV) 2021.

<img src="Fewshot/attention-AIM.png" width="600"> <!-- ### Directory layout . ¢u€ Fewshot ¢x¢u€ xxx ¢x¢|€ README.md ¢u€ Continual ¢x¢u€ xxx ¢x¢|€ README.md ¢|€ README.md -->

Few-shot learning

Fewshot/: Implementation of AIM for few-shot learning.

<img src="Demo/mask-cifar_conv_1shot.gif" width="600">

Continual learning

Continual/: Implementation of AIM for continual learning.

Contributing

If you find this work useful, consider citing our work using the following bibTex:

@article{lee2021few,
  title={Few-Shot and Continual Learning with Attentive Independent Mechanisms},
  author={Lee, Eugene and Huang, Cheng-Han and Lee, Chen-Yi},
  journal={arXiv preprint arXiv:2107.14053},
  year={2021}
}