O ut O f D istribution Generalization in C omputer V ision

• Discussion of OOD generalization in the context of internet scale pretrained models
• Improving generalization of computer vision systems in OOD scenarios
• Research at the intersection of biological and machine vision
• Generative causal models for image analysis
• Domain generalization
• Novel architectures with robustness to occlusion, viewpoint and other real-world domain shifts
• Domain adaptation techniques for robust vision system in the real world
• Datasets for evaluating model robustness

Please submit you paper to the https://cmt3.research.microsoft.com/OODCV2024/Submission/Index.

Important Dates