Accepted Full Papers

• Localization Uncertainty Estimation for Anchor-Free Object Detection
  Youngwan Lee, Joong-Won Hwang, Hyung-Il Kim, Kimin Yun, Yongjin Kwon, Yuseok Bae, Sung Ju Hwang
• Variational Depth Networks: Uncertainty-Aware Monocular Self-Supervised Depth Estimation
  Georgi Dikov, Joris van Vugt
• Unsupervised Joint Image Transfer and Uncertainty Quantification using Patch Invariant Networks
  Christoph Angermann, Markus Haltmeier, Ahsan Raza Siyal
• Uncertainty Quantification using Query-Based Object Detectors
  Meet P. Vadera, Colin Samplawski, Benjamin Marlin

Accepted Extended Abstracts

• Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss
  Yannik Blei, Nicolas Jourdan, Nils Gählert
• On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution Detection
  Guoxuan Xia, Christos Bouganis
• Lossy Image Compression with Conditional Diffusion Models
  Ruihan Yang, Stephan Mandt
• Towards Open Set 3D Learning: A Benchmark on Object Point Clouds
  Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi
• Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
  Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach