| Application |
|
| Title | Repo | Paper | Video |
|---|---|---|---|
| A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks | ➖ |  |
➖ |
| A Unified Approach to Learning with Label Noise and Unsupervised Confidence Approximation | ➖ | |
➖ |
| Adversarial Attacks Against Uncertainty Quantification | ➖ |  |
➖ |
| Biased Class Disagreement: Detection of Out of Distribution Instances by using Differently Biased Semantic Segmentation Models | ➖ | |
➖ |
| Calibrated Out-of-Distribution Detection with a Generic Representation |  |
 |
➖ |
| DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport | ➖ |  |
➖ |
| Distance Matters for Improving Performance Estimation Under Covariate Shift |  |
 |
➖ |
| Dual-Level Interaction for Domain Adaptive Semantic Segmentation |  |
 |
➖ |
| Exploring Inlier and Outlier Specification for Improved Medical OOD Detection |  |
|
➖ |
| Far Away in the Deep Space: Dense Nearest-Neighbor-based Out-of-Distribution Detection |  |
 |
➖ |
| Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers |  |
 |
➖ |
| Identifying Out-of-Domain Objects with Dirichlet Deep Neural Networks | ➖ | |
➖ |
| Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-Wise Regression |  |
 |
➖ |
| Uncle-SLAM: Uncertainty Learning for Dense Neural SLAM |  |
 |
➖ |