arXiv Computer Vision research summaries for May 08, 2024.

Today's Research Themes (AI-Generated):

• Deep-learning models excel in satellite imagery-based multi-disaster building damage assessment, surpassing xView2 challenge baseline accuracy.

• HiRISE camera's Mars surface photography is significantly improved by AI filtering and denoising of dust-obstructed images.

• Novel proportion estimation method demonstrates top performance in determining PD-L1 rates from clinical data with minimal cell-level annotation.

• FlexEControl introduces a resource-efficient approach for flexible text-to-image generation using multimodal conditioning.

• A new pedestrian attribute recognition framework demonstrates superior label-balanced learning, addressing data and semantic imbalances efficiently.