3 papers
cs.LG2025
Understanding Robust Machine Learning for Nonparametric Regression with Heavy-Tailed Noise
Yunlong Feng, Qiang Wu
We investigate robust nonparametric regression in the presence of heavy-tailed noise, where the hypothesis class may contain unbounded functions and robustness is ensured via a rob…
cs.CV2025
JointSplat: Probabilistic Joint Flow-Depth Optimization for Sparse-View Gaussian Splatting
Yang Xiao, Guoan Xu, Qiang Wu +1
Reconstructing 3D scenes from sparse viewpoints is a long-standing challenge with wide applications. Recent advances in feed-forward 3D Gaussian sparse-view reconstruction methods…
eess.IV2024
TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT
Rulin Zhou, Yingjie Feng, Guankun Wang +4
Adenoid hypertrophy stands as a common cause of obstructive sleep apnea-hypopnea syndrome in children. It is characterized by snoring, nasal congestion, and growth disorders. Compu…