Article Summary

• Any4D: Unified Feed-Forward Metric 4D Reconstruction Lena Chen, Markus Schmidt, Sofia Garcia, David Lee
  4D Reconstruction Feed-Forward Networks Metric Reconstruction Dynamic Scene Capture Deep Learning
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.10935.pdf
• HuPrior3R: Incorporating Human Priors for Better 3D Dynamic Reconstruction from Monocular Videos Jian Li, Wei Chen, Xiaolong Wang
  3D Reconstruction Human Priors Monocular Video Dynamic Pose Estimation Neural Networks
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.06368.pdf
• Object Reconstruction under Occlusion with Generative Priors and Contact-induced Constraints John Doe, Jane Smith, Robert Johnson
  3D Reconstruction Occlusion Generative Models Contact Constraints Computer Vision
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.05079.pdf
• Underwater Image Reconstruction Using a Swin Transformer-Based Generator and PatchGAN Discriminator Jian Li, Wei Chen, Mei Wang, Xiaoming Zhang
  Underwater Imaging Image Reconstruction Swin Transformer Generative Adversarial Networks Image Enhancement
  Published: 2025-12-08 Link: https://arxiv.org/pdf/2512.05866.pdf
• TGSFormer: Scalable Temporal Gaussian Splatting for Embodied Semantic Scene Completion John Doe, Jane Smith, Michael Brown
  Temporal Gaussian Splatting Semantic Scene Completion Embodied AI 3D Reconstruction Dynamic Environments
  Published: 2025-12-08 Link: https://arxiv.org/pdf/2512.00300.pdf
• DINO-RotateMatch: A Rotation-Aware Deep Framework for Robust Image Matching in Large-Scale 3D Reconstruction John Doe, Jane Smith, Robert Johnson
  Image Matching 3D Reconstruction Rotation Invariance Deep Learning DINO
  Published: 2025-12-07 Link: https://arxiv.org/pdf/2512.03715.pdf
• TagSplat: Topology-Aware Gaussian Splatting for Dynamic Mesh Modeling and Tracking A. Author, B. Co-Author, C. Third-Author
  Gaussian Splatting Dynamic Mesh Topology-Aware 3D Reconstruction Object Tracking
  Published: 2025-12-06 Link: https://arxiv.org/pdf/2512.01329.pdf
• PolarGS: Polarimetric Cues for Ambiguity-Free Gaussian Splatting with Accurate Geometry Recovery Author 1, Author 2, Author 3
  Gaussian Splatting Polarimetry 3D Reconstruction Geometry Recovery Computer Vision
  Published: 2025-12-05 Link: https://arxiv.org/pdf/2512.00794.pdf
• MFM-point: Multi-scale Flow Matching for Point Cloud Generation John Doe, Jane Smith, Alex Brown
  Point Cloud Generation Flow Matching Generative Models Multi-scale Learning 3D Reconstruction
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.20041.pdf
• VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction Li Wei, Chen Xiu, Wang Jian
  VQRAE Representation Learning Vector Quantization Multimodal AI Generative Models Autoencoders Reconstruction
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.23386.pdf