no code implementations • 3 Feb 2024 • Yanjun Liu, Wenming Yang, Qingmin Liao
To fill this gap, we introduce DiffVein, a unified diffusion model-based framework which simultaneously addresses vein segmentation and authentication tasks.
no code implementations • 5 Dec 2023 • Yanjun Liu, Milena Jovanovic, Krishnanand Mallayya, Wesley J. Maddox, Andrew Gordon Wilson, Sebastian Klemenz, Leslie M. Schoop, Eun-Ah Kim
The advent of material databases provides an unprecedented opportunity to uncover predictive descriptors for emergent material properties from vast data space.
no code implementations • 13 Feb 2023 • Yanjun Liu, Wenming Yang
Instead of using ground-truth labels as direct supervision, our relative and corner loss are derived from the homogeneous transformation, which renders the model to learn the geometric consistency between objects.