Preliminary Workshop Program

Time Session
9:00 - 9:10 Welcome
9:10 - 9:35 Invited Talk by Gilles Louppe
Inverting Scientific Images With Score-Based Generative Models
9:45 - 10:00 Invited Talk by Jishnu Mukhoti
Towards Analysing the Evaluation of Neural Network Uncertainties
10:00 - 10:30 Spotlights (Full Papers)
  • Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy
  • Can Your Generative Model Detect Out-of-Distribution Covariate Shift?
  • Logit Disagreement: OoD Detection with Bayesian Neural Networks
  • Multi-label out-of-distribution detection via evidential learning
  • Reliable Probabilistic Human Trajectory Prediction for Autonomous Applications
  • Sanity Checks for Explanation Uncertainty
  • Sources of Uncertainty in 3D Scene Reconstruction
  • TAG: Text Prompt Augmentation for Zero-Shot Out-of-Distribution Detection
  • UTrack: Multi-Object Tracking with Uncertain Detections
10:30 - 12:00 Poster Session & Coffee Break
12:00 - 12:25 Challenge
12:25 - 12:50 Invited Talk by Polina Kirichenko
Addressing Robustness to Spurious Correlations and Geographic Biases in Vision Foundation Models
12:50 - 13:00 Closing Remarks