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Lin-Zhuo Chen

3 accepted papers

2026

SpatialVID: A Large-Scale Video Dataset with Spatial Annotations

CVPR 2026

Significant progress has been made in spatial intelligence, spanning both spatial reconstruction and world exploration. However, the scalability and real-world fidelity of current models remain severely constrained by the scarcity of large-scale, high-quality training data. While several datasets pr

Cited by 0SourcecodeScholar
2025

Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors

ICLR 2025poster

3D Gaussian Splatting (3DGS) has achieved excellent rendering quality with fast training and rendering speed. However, its optimization process lacks explicit geometric constraints, leading to suboptimal geometric reconstruction in regions with sparse or no observational input views. In this work, w…

Cited by 0SourcePDFScholar
2020

Interactive Image Segmentation With First Click Attention

CVPR 2020poster

In the task of interactive image segmentation, users initially click one point to segment the main body of the target object and then provide more points on mislabeled regions iteratively for a precise segmentation. Existing methods treat all interaction points indiscriminately, ignoring the differe…

Cited by 201PDFScholar