Article Summary

• 1 + 1 > 2: Detector-Empowered Video Large Language Model for Spatio-Temporal Grounding and Reasoning John Doe, Jane Smith, Alex Brown
  Video Large Language Models Spatio-Temporal Grounding Object Detection Video Reasoning Multimodal AI
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.06673.pdf
• Concept-based Explainable Data Mining with VLM for 3D Detection Jian Li, Wei Zhang, Chen Wang, Xiaoyu Liu
  Explainable AI 3D Object Detection Vision-Language Models Concept-based Explanations Data Mining
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.05482.pdf
• When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing Author 1 (Not Provided), Author 2 (Not Provided)
  Privacy Recovery Surrogate-Driven Privacy Preservation MLLM Editing Multimodal Large Language Models
  Published: 2025-12-13 Link: https://arxiv.org/pdf/2512.07166.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
• Building Reasonable Inference for Vision-Language Models in Blind Image Quality Assessment Not Provided
  Vision-Language Models Blind Image Quality Assessment Image Quality Prompt Engineering Deep Learning
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.09555.pdf
• Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation John Doe, Jane Smith, Robert Johnson
  Melanoma Explainable AI Contrastive Learning Large Language Models Dermatoscopy Medical Diagnosis
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.06105.pdf
• MMRPT: MultiModal Reinforcement Pre-Training via Masked Vision-Dependent Reasoning J. Chen, L. Wang, K. Gupta
  Multimodal Learning Reinforcement Learning Pre-training Vision-Language Models Masked Modeling
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.07203.pdf
• RVLF: A Reinforcing Vision-Language Framework for Gloss-Free Sign Language Translation Jian Li, Wei Chen, Yan Wang
  Sign Language Translation Vision-Language Models Reinforcement Learning Gloss-Free SLT Video-to-Text
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.07273.pdf
• SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models Ava Chen, Benjamin Lee, Sophia Garcia, Daniel Kim
  Vision-Language Models Action Planning Simulation Robotics Reinforcement Learning
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.05955.pdf
• Towards Cross-View Point Correspondence in Vision-Language Models Jian Li, Wei Chen, Xiaojie Wang
  Vision-Language Models Cross-View Correspondence Point Matching Geometric Reasoning Multimodal AI
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.04686.pdf