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cs.CV2026
EndoPrior-GS: Dynamic Endoscopic Reconstruction with a Joint Texture Prior
Jiaqi Huang, Shidong Wang, Tong Xin +1
Dynamic endoscopic reconstruction is fundamental to robotic surgery and computer-assisted interventions. While 3D Gaussian Splatting (3DGS) realises real-time rendering, its applic…
cs.CV2026
SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery
Chunming Li, Shidong Wang, Tong Xin +1
This paper presents a novel approach, Spectral-Interpretable and -Enhanced Transformer (SIEFormer), which leverages spectral analysis to reinterpret the attention mechanism within…