MP6b.1

Out-of-Distribution Detection via Uncertainty Quantification in Diffusion Models

Shirin Shoushtari, Kevin Wang, Ulugbek S. Kamilov, Washington university in St. Louis, United States
Session:
MP6b: Referenceless Training and Evaluation for AI-based Computational Medical Imaging Lecture
Track:
Biomedical Signal and Image Processing
Location:
Surf and Sand
Presentation Time:
Mon, 27 Oct, 10:15 - 10:40 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session MP6b
MP6b.1: Out-of-Distribution Detection via Uncertainty Quantification in Diffusion Models
Shirin Shoushtari, Kevin Wang, Ulugbek S. Kamilov, Washington university in St. Louis, United States
MP6b.2: Can imaging still see the unseen in the age of AI? Implications for Scientific Discovery
Jiayang Wang, Justin Haldar, University of Southern California, United States
MP6b.3: Input-Adaptive Autoencoding Deep Prior For One-shot 3D Image Reconstruction
Evan Bell, Shijun Liang, Michigan State University, United States; Ismail Alkhouri, University of Michigan/Michigan State University, United States; Saiprasad Ravishankar, Michigan State University, United States
MP6b.4: A Self-Validation Metric for Referenceless Image Quality Assessment of Computational Imaging Algorithms
Pranav Salapaka, Yasar Utku Alcalar, Burhaneddin Yaman, Mehmet Akcakaya, University of Minnesota, United States
Contacts