3 papers
math.NA2026
Starter-Iterator Neural Operator: A Unified Architecture for High-Fidelity Forward and Inverse PDE Problems
Kuilin Qin, Lianfang Wang, Xu Sun +4
Operator learning is an emerging interdisciplinary field that integrates machine learning with scientific computing. By mapping infinite-dimensional function spaces, this approach…
cs.CV2026
Noise-adapted Neural Operator for Robust Non-Line-of-Sight Imaging
Lianfang Wang, Kuilin Qin, Xueying Liu +3
This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible. Computational…
cs.CV2025
Geometric Constrained Non-Line-of-Sight Imaging
Xueying Liu, Lianfang Wang, Jun Liu +2
Normal reconstruction is crucial in non-line-of-sight (NLOS) imaging, as it provides key geometric and lighting information about hidden objects, which significantly improves recon…