The workshop will happen in person at the Paris Convention Center, plenary room P01 on October 3rd!
| Time | Session |
|---|---|
| 9:00 - 9:10 | Welcome |
| 9:10 - 9:40 | Invited Talk by Eric Nalisnick
Title: Towards Anytime Uncertainty Estimation in Early-Exit Neural Networks |
| 9:40 - 10:10 | Invited Talk by Fatma Guney
Title: Different Types of Uncertainty in Self-Driving: The One with Assumptions and The One(s) We Ignore |
| 10:10 - 10:40 | Invited Talk by Janis Postels
Title: Efficient Epistemic Uncertainty Quantification |
| 10:40 - 11:00 | Coffee Break |
| 11:00 - 11:30 | Contributed Talks:
- Probabilistic MIMO U-Net: Efficient and Accurate Uncertainty Estimation for Pixel-wise Regression - Calibrated Out-of-Distribution Detection with a Generic Representation |
| 11:30 - 12:30 | Poster Session |
| 12:30 - 13:30 | Lunch Break |
| 13:30 - 14:00 | Invited Talk by Dan Hendrycks
Title: Directions in Anomaly Detection |
| 14:00 - 14:30 | Invited Talk by Zeynep Akata
Title: Post-Hoc Uncertainty and How to Communicate it |
| 14:30 - 15:00 | Contributed Talks:
- 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 |
| 15:00 - 15:20 | MUAD Uncertainty Estimation for Semantic Segmentation Challenge |
| 15:20 - 15:30 | Closing remarks |
| 15:30 - 17:00 | Coffee Break & Poster Session |