Investigators developed and validated a masked autoencoder deep learning model using vision transformer technology to automate the detection and grading of nuclear cataracts from slit-lamp images.

Microsoft unveiled MAI-Image-2, a new AI model that achieved third place on the Arena.ai text-to-image generation leaderboard. PCWorld reports that the model excels at creating photorealistic images ...

The second version of Microsoft’s in-house image model lands at #3 on Arena.ai’s leaderboard, behind only Google and OpenAI, and begins rolling out across Copilot and Bing Image Creator today. A year ...

Abstract: Medical image segmentation plays a central role in enhancing diagnosis, surgical planning, and treatment strategies, and in this work, the focus is on segmenting retinal vessels from color ...

Abstract: Forests are critical ecosystems that sustain biodiversity and regulate global environmental processes. Effective monitoring of these ecosystems is essential for conservation and management.

A single model handles multiple noise intensities by conditioning on the noise level via FiLM (Feature-wise Linear Modulation). The network learns to predict the noise residual rather than the clean ...