Article Summary

• Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization Jian Li, Wei Wang, Ying Chen
  Open-vocabulary Attribute Encoder Visual Concepts Personalization Generative Models
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.10955.pdf
• Selective Masking based Self-Supervised Learning for Image Semantic Segmentation John Doe, Jane Smith, Alice Johnson
  self-supervised learning semantic segmentation image masking deep learning computer vision
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.06981.pdf
• Improving Action Classification with Brain-Inspired Deep Networks J. A. Doe, M. S. Roe, A. B. Smith
  action classification deep learning brain-inspired AI neural networks video analysis
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.07729.pdf
• Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching Jian Li, Wei Zhang, Chen Wang
  stereo matching zero-shot learning real-time foundation models computer vision
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.11130.pdf
• Efficient-VLN: A Training-Efficient Vision-Language Navigation Model Author 1, Author 2, Author 3
  Vision-Language Navigation Training Efficiency Deep Learning Embodied AI Reinforcement Learning
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.10310.pdf
• Can We Go Beyond Visual Features? Neural Tissue Relation Modeling for Relational Graph Analysis in Non-Melanoma Skin Histology Author A, Author B, Author C
  Neural Networks Histology Non-Melanoma Skin Cancer Graph Analysis Tissue Relations
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.06949.pdf
• Fast SceneScript: Accurate and Efficient Structured Language Model via Multi-Token Prediction Ava Chen, Ben Carter, Chloe Davis
  Structured Language Model Multi-Token Prediction Efficiency Scene Generation Neural Networks
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.05597.pdf
• Physics-Grounded Shadow Generation from Monocular 3D Geometry Priors and Approximate Light Direction Alice Chen, Bob Davis, Charlie Evans
  shadow generation monocular 3D physics-based rendering computer vision light estimation scene reconstruction
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.06174.pdf
• What Happens When: Learning Temporal Orders of Events in Videos Author 1 (Not Provided), Author 2 (Not Provided), Author 3 (Not Provided)
  temporal order video events event recognition sequence learning video understanding
  Published: 2025-12-14 Link: https://arxiv.org/pdf/2512.08979.pdf
• SceneMixer: Exploring Convolutional Mixing Networks for Remote Sensing Scene Classification Jian Zhang, Yuan Liu, Wei Wang
  Remote Sensing Scene Classification Convolutional Neural Networks Feature Mixing Deep Learning
  Published: 2025-12-14 Link: https://arxiv.org/pdf/2512.06877.pdf