Computer vision and pattern recognition research from arXiv for November 17, 2023.
Today's Themes (AI Generated)
- Developing more robust visual representations, including through self-supervised learning, to improve model generalization capabilities
- Applying diffusion models for enhanced image generation, including techniques to improve result diversity and plausibility
- Leveraging transformer architectures for multi-modal and hierarchical analysis in medical imaging and biometrics
- Studying adversarial attacks and defenses, evaluating real-time performance to enable vision applications in safety-critical domains
- Analyzing model uncertainty for critical vision tasks like segmentation and reconstruction, to improve automation pipelines
