arXiv Computer Vision research summaries for February 01, 2024.

Today's Research Themes (AI-Generated):

• Advancements in shadow removal techniques using novel bilateral correction networks that enhance lighting and restore textures.

• Breakthroughs in medical image generation from free-hand sketches leveraging synthesized sketches for training artificial models.

• Examination of the safety measures and vulnerabilities in Multimodal Large Language Models for image and text applications.

• Transformer-based method proposed for synthesizing multimodal brain MR images with improved realism and synthesis quality.

• Introduction of a point-based context clusters GAN for superior PET image reconstruction from low-dose scans.