Application to larger datasets and semantic segmentation

daintlab / confidence-aware-learning

Confidence-Aware Learning for Deep Neural Networks (ICML2020)

MIT License

72 stars 11 forks source link

Application to larger datasets and semantic segmentation #12

Open nlgranger opened 3 years ago

nlgranger commented 3 years ago

Hello, I would like to know if you have extended your work and experiments to larger datasets or to semantic segmentation.

JihyoKim00 commented 2 years ago

I’m sorry for too late response. We have extended it to ImageNet dataset and it slightly improves the classification accuracy and other uncertainty measures. We haven’t extended it to other tasks yet. It would be nice to find out the effect of our work in other tasks.