SLURP_uncertainty_estimation

The implementations for SLURP: Side Learning Uncertainty for Regression Problems (BMVC 2021)

Check arXiv.

The three folders correspond to three different tasks. See the README.md in the folders for more details.

Here are some visualizations for the results of our side learner.

On FlyingChairs dataset:

On Sintel dataset (without fine-tuning):

On KITTI dataset:

Citation

If you find this work useful for your research, please consider citing our paper:

@inproceedings{yu21bmvc,
author    = {Xuanlong Yu and
            Gianni Franchi and
            Emanuel Aldea},
title     = {SLURP: Side Learning Uncertainty for Regression Problems},
booktitle = {32nd British Machine Vision Conference, {BMVC} 2021,
            Virtual Event /  November 22-25, 2021},
year      = {2021}
}