3 papers
cs.CV2025
Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology
Qiuyi Qi, Xin Li, Ming Kong +4
Challenges such as the lack of high-quality annotations, long-tailed data distributions, and inconsistent staining styles pose significant obstacles to training neural networks to…
cs.CV2025
Distilling Multi-view Diffusion Models into 3D Generators
Hao Qin, Luyuan Chen, Ming Kong +2
We introduce DD3G, a formulation that Distills a multi-view Diffusion model (MV-DM) into a 3D Generator using gaussian splatting. DD3G compresses and integrates extensive visual an…
cs.CV2024
Probablistic Restoration with Adaptive Noise Sampling for 3D Human Pose Estimation
Xianzhou Zeng, Hao Qin, Ming Kong +2
The accuracy and robustness of 3D human pose estimation (HPE) are limited by 2D pose detection errors and 2D to 3D ill-posed challenges, which have drawn great attention to Multi-H…