Article Summary

• Interleaved Latent Visual Reasoning with Selective Perceptual Modeling A. B. Computer, C. D. Vision, E. F. AI
  Visual Reasoning Latent Variables Selective Attention Neural Networks Computer Vision
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.05665.pdf
• Unleashing the Intrinsic Visual Representation Capability of Multimodal Large Language Models Jian Li, Wei Chen, Ying Zhang
  Multimodal Large Language Models Visual Representation Deep Learning Computer Vision Language Models
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.06281.pdf
• FacePhys: State of the Heart Learning John Doe, Jane Smith, Michael Brown
  Remote Photoplethysmography rPPG Heart Rate Estimation Deep Learning Computer Vision
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.06275.pdf
• Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach Jian Li, Wei Chen, Yan Wang
  Image Fusion Diffusion Models Transformers Semantic Control Computer Vision
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.07170.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
• Generalization Evaluation of Deep Stereo Matching Methods for UAV-Based Forestry Applications N/A
  Deep Stereo Matching UAV Forestry Generalization Computer Vision
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.03427.pdf
• Lost in Distortion: Uncovering the Domain Gap Between Computer Vision and Brain Imaging - A Study on Pretraining for Age Prediction Jian Li, Maria Rodriguez, David Chen
  Domain Gap Brain Imaging Computer Vision Pretraining Age Prediction Deep Learning
  Published: 2025-12-07 Link: https://arxiv.org/pdf/2512.01310.pdf
• MT-Depth: Multi-task Instance feature analysis for the Depth Completion Jian Li, Wei Chen, Xiaoming Liu
  Depth Completion Multi-task Learning Instance Segmentation Feature Learning Computer Vision
  Published: 2025-12-07 Link: https://arxiv.org/pdf/2512.04734.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
• Ovis-Image Technical Report A. Singh, B. Chen, C. Davis
  Computer Vision Agricultural Technology Deep Learning Sheep Monitoring Image Analysis
  Published: 2025-12-05 Link: None