Article Summary

• TokenPure: Watermark Removal through Tokenized Appearance and Structural Guidance Jian Li, Wei Zhang, Xiao Chen
  Watermark Removal Image Restoration Deep Learning Tokenization Structural Guidance
  Published: 2025-12-08 Link: https://arxiv.org/pdf/2512.01314.pdf
• S^2-MLLM: Boosting Spatial Reasoning Capability of MLLMs for 3D Visual Grounding with Structural Guidance Ling Li, Wei Wang, Chen Zhang, Ying Liu, Jian Xu
  MLLMs Spatial Reasoning 3D Visual Grounding Structural Guidance Multimodal AI Scene Understanding
  Published: 2025-12-04 Link: https://arxiv.org/pdf/2512.01223.pdf