The code of our AAAI21 paper "Teaching Active Human Learners" is mainly modified on the code of a CVPR'18 paper.

The main modifications are as follows:

• Add an ALTA teacher model in ./code/teach/offline_teachers.py
• Add a review mechanism in the teaching interface in ./code/teachingapp/templates/teaching.html

Code for recreating the results in our CVPR 2018 paper.

code contains the main code for the teaching algorithms and data generation.
data contains the image datasets.
results contains the results files and plot generation scripts.

If you find our work useful in your research please consider citing our paper.

@inproceedings{explainteachcvpr18,
  title     = {Teaching Categories to Human Learners with Visual Explanations},
  author    = {Mac Aodha, Oisin and Su, Shihan and Chen, Yuxin and Perona, Pietro and Yue, Yisong},
  booktitle = {CVPR},
  year = {2018}
}