arXiv Computer Vision research summaries for January 30, 2024.

Today's Research Themes (AI-Generated):

• Unsupervised anomaly detection in industrial settings advances with zero-shot mutual scoring of unlabeled images.

• A training-free semantic guidance method, Pick-and-Draw, enhances text-to-image personalization diversity and identity consistency.

• BoostDream achieves rapid, high-quality text-to-3D generation via a novel refining process integrating multi-view diffusion models.

• Novel all-optical complex field imaging achieves snapshot phase and amplitude capture without digital reconstruction algorithms.

• Advancements in 3D human surface reconstruction from single images are demonstrated with an embeddable implicit IUVD representation.