arXiv Computer Vision research summaries for March 12, 2024.

Today's Research Themes (AI-Generated):

• Introducing LLaMS for generating human-level multimodal stories from image streams with expressive consistency.

• Dynamic U-Net enhances abdominal multi-organ segmentation by adaptively calibrating features to improve segmentation accuracy.

• Lumen: A novel LMM architecture for versatile vision-centric capability enhancement surpasses existing approaches on COCO detection benchmark.

• Efficient Diffusion Model for Image Restoration by Residual Shifting achieves superior performance on classical IR tasks with minimal sampling steps.

• SGE leverages Gray code in event-based SL systems for high-speed, high-precision dense depth estimation.