What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? — mentioned by notrealyme123

Tue, 02 Sep 2025 08:26:55 GMT

I get some vibes of fuzzy logic from this project. Currently a lot of people research goes in the direction that there is "data uncertainty" and "measurement uncertainty", or "aleatoric/epistemic" uncertainty. I foumd this tutorial (but for computer vision ) to be very intuitive and gives a good understanding how to use those concepts in other fields: https://arxiv.org/abs/1703.04977

Paper and discussion history. A mention is not an endorsement.

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? — mentioned by pgao

Thu, 04 Feb 2021 23:39:55 GMT

Here's a great paper to get started with! https://arxiv.org/abs/1703.04977

Paper and discussion history. A mention is not an endorsement.

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? · HackerPapers discussions

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? — mentioned by notrealyme123

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? — mentioned by pgao