3 papers
cs.CV2026
Single-Slice-to-3D Reconstruction in Medical Imaging and Natural Objects: A Comparative Benchmark with SAM 3D
Yan Luo, Advaith Ravishankar, Serena Liu +2
While three-dimensional imaging is essential for clinical diagnosis, its high cost and long wait times have motivated the use of image-to-3D foundation models to infer volume from…
cs.CV2026
Look-Ahead and Look-Back Flows: Training-Free Image Generation with Trajectory Smoothing
Yan Luo, Henry Huang, Todd Y. Zhou +1
Recent advances have reformulated diffusion models as deterministic ordinary differential equations (ODEs) through the framework of flow matching, providing a unified formulation f…
cs.CV2025
VRS-UIE: Value-Driven Reordering Scanning for Underwater Image Enhancement
Kui Jiang, Yan Luo, Junjun Jiang +3
State Space Models (SSMs) have emerged as a promising backbone for vision tasks due to their linear complexity and global receptive field. However, in the context of Underwater Ima…