Current work on neural registration architectures: published methods, active benchmarks, and ongoing extensions.
A new architecture that treats the relationship between two observations as something to be measured directly, not guessed at.
Multimode optical fibers offer ultra-thin, low-cost light delivery for biomedical and scientific imaging but scramble spatial information through mode mixing. Real-time calibration recovers the correspondence between input and output, enabling minimally-invasive endoscopy and deep-tissue imaging at fiber-diameter resolution.