Abstract: Accurate and automatic segmentation of lifespan brain MRI into regions of interest (ROIs) is crucial for studying brain development, aging, and early diagnosis of neurological diseases.

┌─────────────────────────────────────────┐ │ Hot Context (MEMORY.md) │ │ - Active work, open loops │ │ - Recent history (7 days) │ │ - Auto-loaded every ...

A "coordinated developer-targeting campaign" is using malicious repositories disguised as legitimate Next.js projects and technical assessments to trick victims into executing them and establish ...

There's a RAM shortage at the moment. RAM, as in random access memory. The memory computer keeps immediately at hand, so it can perform tasks quickly. How can that be? Well, as with so much these days ...

Abstract: Adapting large foundation segmentation models such as SAM2 to video object segmentation (VOS), especially for long sequences, is often limited by the high training cost of full fine-tuning.