Article Summary

• Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation A. R. Author, B. M. Contributor, C. D. Researcher
  3D Gaussian Segmentation Binary Representation Compact Models Progressive Representation Scene Understanding
  Published: 2025-12-06 Link: https://arxiv.org/pdf/2512.00944.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
• ArtiWorld: LLM-Driven Articulation of 3D Objects in Scenes Alice Chen, Bob Davis, Carla Evans
  3D Object Articulation Large Language Models Scene Understanding Computer Graphics Robotics
  Published: 2025-11-24 Link: https://arxiv.org/pdf/2511.12977.pdf
• LLaVA$^3$: Representing 3D Scenes like a Cubist Painter to Boost 3D Scene Understanding of VLMs Ava Chen, Leo Kim, Maya Singh
  3D Scene Understanding Vision-Language Models LLaVA Cubist Representation Multi-modal Learning
  Published: 2025-11-22 Link: https://arxiv.org/pdf/2511.16454.pdf
• Vision-Language Integration for Zero-Shot Scene Understanding in Real-World Environments Jian Li, Wei Chen, Sara Khan, David Kim
  Vision-Language Models Zero-Shot Learning Scene Understanding Multimodal AI Real-World Perception
  Published: 2025-11-04 Link: https://arxiv.org/pdf/2510.25070.pdf
• PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments Jian Li, Wei Chen, Sarah Miller, David G. Thompson
  Multimodal Large Language Models Active Visual Reasoning Physical Environments Reinforcement Learning Scene Understanding
  Published: 2025-11-03 Link: https://arxiv.org/pdf/2510.21111.pdf
• PlanarGS: High-Fidelity Indoor 3D Gaussian Splatting Guided by Vision-Language Planar Priors Jian Li, Wei Chen, Meng Wang, Xin Yu
  3D Gaussian Splatting Indoor Reconstruction Planar Priors Vision-Language Models High-Fidelity Scene Understanding
  Published: 2025-10-30 Link: https://arxiv.org/pdf/2510.23930.pdf
• Structured Interfaces for Automated Reasoning with 3D Scene Graphs Xiaoke Shen, Yifan Li, Wenqiang Xu, Yuexin Ma, Jiayuan Mao, S. M. Ali Eslami, Jonathan How, Joshua B. Tenenbaum, Jiajun Wu
  3D Scene Graphs Automated Reasoning Neuro-Symbolic AI Scene Understanding Structured Interfaces
  Published: 2025-10-24 Link: https://arxiv.org/pdf/2510.16643.pdf
• ViBED-Net: Video Based Engagement Detection Network Using Face-Aware and Scene-Aware Spatiotemporal Cues John Doe, Jane Smith, Robert Johnson
  Engagement Detection Video Analysis Spatiotemporal Cues Facial Expression Recognition Scene Understanding
  Published: 2025-10-22 Link: https://arxiv.org/pdf/2510.18016.pdf