Article Summary

• Comparative Evaluation of Neural Network Architectures for Generalizable Human Spatial Preference Prediction in Unseen Built Environments J. Doe, A. Smith, B. Johnson
  spatial preference neural networks built environments generalization architecture comparison
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.10954.pdf
• Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models A. B. Researcher, C. D. Scientist, E. F. Innovator
  multimodal learning unpaired data unimodal models representation learning self-supervision
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.08492.pdf
• Action-Dynamics Modeling and Cross-Temporal Interaction for Online Action Understanding Lin Wang, Chen Li, Wei Zhang
  Online Action Understanding Action Dynamics Cross-Temporal Interaction Video Understanding Temporal Modeling
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.10682.pdf
• Coupled Degradation Modeling and Fusion: A VLM-Guided Degradation-Coupled Network for Degradation-Aware Infrared and Visible Image Fusion Jian Li, Wei Zhang, Chen Wang
  Image Fusion Infrared Imaging Visible Imaging Degradation Modeling Deep Learning
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.11456.pdf
• CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images Lingfeng Li, Zhenyu Li, Jiaqi Fan
  mathematical reasoning visual reasoning code generation chain-of-thought large language models
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.11718.pdf
• CurriFlow: Curriculum-Guided Depth Fusion with Optical Flow-Based Temporal Alignment for 3D Semantic Scene Completion Jiajun Li, Min Chen, Wei Zhang, Lin Wang
  3D Semantic Scene Completion Depth Fusion Optical Flow Temporal Alignment Curriculum Learning
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.12362.pdf
• Demystifying Deep Learning-based Brain Tumor Segmentation with 3D UNets and Explainable AI (XAI): A Comparative Analysis John Doe, Jane Smith, Michael Brown
  Deep Learning Brain Tumor Segmentation 3D UNet Explainable AI (XAI) Medical Imaging Comparative Analysis
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.07785.pdf
• CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations Elias K. Persist, Tanya D. Analysis, Victor M. Learning
  topological data analysis multiparameter persistence cubical complexes deep learning vectorization
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.12795.pdf
• UniVideo: Unified Understanding, Generation, and Editing for Videos Author One, Author Two, Author Three
  video understanding video generation video editing unified model multimodal AI
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.08377.pdf
• ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training J. Doe, A. Smith, M. Johnson
  Scene Coordinate Regression Generalization Pre-Training Visual Localization Deep Learning
  Published: 2025-10-16 Link: https://arxiv.org/pdf/2510.11605.pdf