most citedInterpreting deep learning-based stellar mass estimation via causal analysis and mutual information decomposition

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cs.CV2026

VGGT-Align: Bridging Local Reconstruction and Global Consistency for Long-Sequence 3D Reconstruction

Wei Zhang, Yihang Wu, Songhua Li +1

Maintaining global geometric consistency is a central challenge in long-sequence 3D reconstruction, with scale drift being the most critical failure mode. In chunk-based inference…

cs.CV2026

VGGT-CD: Training-Free Robust Registration for 3D Change Detection

Wei Zhang, Songhua Li, Yihang Wu +2

3D change detection from multi-view images is essential for urban monitoring, disaster assessment, and autonomous driving. However, existing methods predominantly operate in the 2D…

cs.CV2025

Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT

Wei Zhang, Yihang Wu, Songhua Li +4

3D reconstruction, which aims to recover the dense three-dimensional structure of a scene, is a cornerstone technology for numerous applications, including augmented/virtual realit…